#setwd("/Users/vsriniv6/Documents/paris_data")
#install.packages("magrittr")
#rm(list=ls())
options(stringsAsFactors = FALSE)
library(slam)
library(magrittr)
library(textcat)
#library(cldr)
library(entropart)
#update.packages()
library(tidyverse)
## ── Attaching packages ────────────────────────────────── tidyverse 1.2.1 ──
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#library(tokenizers)
library(plyr)
## -------------------------------------------------------------------------
## You have loaded plyr after dplyr - this is likely to cause problems.
## If you need functions from both plyr and dplyr, please load plyr first, then dplyr:
## library(plyr); library(dplyr)
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library(dplyr)

library(stringr)
library(readxl)
library(stringi)
library(stringr)
library(tidytext)
library(tidyr)

library(tm)
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library(ggplot2)
#library(sentiment)
library(SnowballC)
library(tm)
library(RColorBrewer)
#install.packages("devtools")

Phase 1

data <- read.delim("super_tweets_count_phase1.txt", quote = "",header = FALSE, sep = "\t", dec = ".")
data
##                                                                                                                                              V1
## 1                                                                                                 RT @phyzia99: Ask forgiveness of God Almighty
## 2                                                                                                                       RT @Q8__HACK: #OpFrance
## 3                                                                                                                   RT @dbelhoul: #CharlieHebdo
## 4  RT @BBCBreaking: Malian who hid people from gunmen during #ParisAttacks on Jewish supermarket awarded French nationality http://t.co/q544Om…
## 5   RT @TheTweetOfGod: The success of the Mohammed issue of #CharlieHebdo shows that with a little courage, magazines can still make a prophet.
## 6  RT @ShujaRabbani: If you're wondering #WhoIsJesus, he's a Muslim Prophet. If you're wondering #WhoIsMuhammad, he's #CharlieHebdo's nightmar…
## 7  RT @bbcquestiontime: Our most retweeted comment was @mehdirhasan on #CharlieHebdo . Catch up on @BBCiPlayer http://t.co/VTH24NR0jW #bbcqt h…
## 8                                                                                          RT @DeeLan_Moon: Exposing the Hypocrisy of the World
## 9                                  RT @cheguwera: #BREAKING AFP photographer shot at in Pakistan at #CharlieHebdo protest, in serious condition
## 10 RT @French_Gov: For his courage at #HyperCacher store, Lassana #Bathily will become a French citizen next Tuesday. #CharlieHebdo http://t.c…
## 11                                                                                                                   RT @mouslima016: #OpFrance
## 12                                                                                                                    RT @MoonNor27: Look to me
## 13                    RT @CNNMoney: 19,000 French websites hacked in wake of #CharlieHebdo attack http://t.co/fM3s33KZGL http://t.co/Qcoc36E4CD
## 14                                            RT @AlAjmiMansour1: Freedom of the press does not entitle anyone to insult the beliefs of others.
## 15 RT @CharlotteAlter: Why #CharlieHebdo got more attention than #BokoHaram: we care about violence that seems like it could happen to us: htt…
## 16 RT @ChakerKhazaal: Read my 2nd @HuffingtonPost article: Oscar-Worthy Performances by Word Leaders (Paris Edition): http://t.co/3qtXfeAqfT #…
## 17 RT @LatuffCartoons: Please RT! Freedom of speech? Not if you're dealing with Israel! #JeNeSuisPasCharlie @MiddleEastMnt http://t.co/m0vuMQo…
## 18 RT @OrgIAC: #CharlieHebdo reminds us of 1989 Salman #Rushdie and A Fatwa - #Iran http://t.co/MnRD0aGvne  #No2Rouhani @AFP #France http://t.…
## 19                                                                                                            RT @DeeLan_Moon: #I_love_Muhammad
## 20 RT @peymaneh123: #Iran: A Picture Worths A Thousand Words! #IAmCharlieHebdo #IamCharlie #IamNotCharlie! #ParisMarch #ParisShooting http://t…
## 21                                                                                            RT @MoonNor27: #WhoIsMuhammad (peace be upon Him)
## 22       RT @NewYorker: Our cartoonists respond, with their pencils, to the #CharlieHebdo attack: http://t.co/Kbqkut0wrq http://t.co/DVNuVZTmMr
## 23                                                                     RT @DeeLan_Moon: Roger Garaudy trial because he criticized the holocaust
## 24 RT @CNN: A tangled web of suspects has emerged after the recent terror attacks in France. http://t.co/6VuO649lQ0 #CharlieHebdo http://t.co/…
## 25                                                                                                                   RT @mouslima039: #OpFrance
## 26                                                                                   RT @MoonNor27: #Quran  by shikh Aldossry  #I_love_Muhammad
## 27                             RT @momen_mubasher: 66 years of murder and land theft. How are the Zionists getting away with it? #FreePalestine
## 28     RT @BBCBreaking: At least 4 killed & many more injured in violent protests in Niger against #CharlieHebdo cartoon http://t.co/9XjvFTyGZM
## 29 RT @grasswirefacts: World leaders didn't "lead" #CharlieHebdo marchers in Paris but conducted photo op on empty, guarded street http://t.co…
## 30 RT @BBCWorld: "They killed a man, not his ideas" - funerals held for victims of #CharlieHebdo attack  http://t.co/oSJ2WRzsiq http://t.co/w8…
## 31                            RT @MoonNor27: #I_love_Muhammad  my prophet  said: "Show Mercy to those on earth, and God will show Mercy to you.
## 32 RT @OrgIAC: The right policy to defeat Islamic fundamentalism http://t.co/LuN6adQtku #CharlieHebdo #Iran #No2Rouhani @SenatorMenendez @SenJ…
## 33 RT @AnsarAAbbasi: PTI, PMLN, JI, MQM, ANP, JUIF etc and all others Please protest against #CharlieHebdo's blasphemous work and support #ILo…
## 34 RT @OpCharlieHebdo: Want to contribute to #OpCharlieHebdo ? Report 900+ extremist accounts http://t.co/O7QUB1roXR #JeSuisCharlie #CharlieHe…
## 35                                                                                                          RT @MoonNor27: Look plz to this pic
## 36 RT @BBCtrending: Still trending is #WhoIsMuhammad - a response to the latest #CharlieHebdo cover. Read more http://t.co/ftR6UFxchO http://t…
## 37 RT @RT_com: BREAKING: When religion insulted, freedom of expression not boundless - Pope on #CharlieHebdo http://t.co/VwrZvc1Lz5 http://t.c…
## 38                                                                                RT @DeeLan_Moon: Why (Israeli criminal) stands with them ????
## 39                                             RT @MoonNor27: #I_love_Muhammad  I love my prophet Muhammad  more than i love my mother & father
## 40      RT @JohnKerry: Paid respects and honored the courageous victims of last week's senseless acts of terror at #CharlieHebdo & #HyperCacher
## 41 RT @rimamaktabi: How can one tweet wipe out 34 years! #JimClancy resigns from #CNN after a heated debate on Twitter over #CharlieHebdo cart…
## 42                                                                                       RT @DeeLan_Moon: Any article on the topic of hypocrisy
## 43       RT @cnni: They broke his fingers, one by one, for his anti-Assad cartoons. http://t.co/dxllOR0B4K #CharlieHebdo http://t.co/BRnxeej9mA
## 44                                                                                                  RT @DeeLan_Moon: We will not forget  \u270b
## 45 RT @RaquelEvita: Malian Muslim who hid people from gunmen during #ParisAttacks on Jewish supermarket awarded French nationality http://t.co…
## 46 RT @MoonNor27: Freedom & democracy does not mean  insult ppl 's beliefs the freedom that  U respects the beliefs of the ppl #I_love_Muhamma…
## 47 RT @borzou: Seems world leaders didn't "lead" #CharlieHebdo marchers in Paris but conducted photo op on empty, guarded street http://t.co/b…
## 48                                                             RT @RealistComics: #JeSuisCharlie this time it's personal http://t.co/tjy9avkpOW
## 49                                                                                                RT @MoonNor27: #Jesus says, Love your enemies
## 50 RT @WhispersNewsLTD: Feminist Newspaper Photoshop's Male World Leaders Out Of Paris March #ParisMarch #CharlieHebdo #JeSuisCharlie http://t…
## 51                                                                                                        RT @MoonNor27: the prophet #Muhammad❤️
## 52           RT @AmericanAtheist: .@Pontifex says reacting to speech with violence is "normal." #PopeFail #JeSuisCharlie http://t.co/KquPQ2GNJO
## 53                                                                                                                RT @MoonNor27: #WhoIsMuhammad
## 54 RT @BBCWorld: #CharlieHebdo magazine has been "reborn" a week after the killings, says Francois Hollande http://t.co/uXY8a0NMBz http://t.co…
## 55                         RT @BBCBreaking: Clashes near French consulate in Karachi at protest over #CharlieHebdo cover http://t.co/x2etNd9FMv
## 56 RT @memelekox: Instant payday loans $2500: http://t.co/RigSrszmc7 #AmorAPrueba #BoysofZummer #CharlieHebdo #dcfc #eggplantfriday #LosCruzad…
## 57      RT @DeeLan_Moon: what about (torture at Abu Ghraib and the US war on Iraq that left 100,000s of civilians dead, not cartoons caricature
## 58 RT @ADAMPLOW: Senegal bans Charlie Hebdo, three days after its president attended #JeSuisCharlie rally in Paris. @AFP  http://t.co/78bbZL1A…
## 59 RT @TheEconomist: Here's how the mayor of Rotterdam, Ahmed Aboutaleb, responded to the #CharlieHebdo attacks http://t.co/7wUyjp3NdZ http://…
## 60 RT @BBCWorld: "I said, 'If the terrorist comes down here, he must not hear you'" - #ParisAttacks hero story http://t.co/FlfsNRUD9p http://t…
## 61        RT @CNNMoney: #CharlieHebdo co-founder: Mohammed cartoons went too far http://t.co/GrbL1I0KVT By @brianstelter http://t.co/cmWJz6UQoS
## 62                                                                                             RT @MONAALMOTAWA: #I_love_Muhammad #CharlieHebdo
## 63 RT @Aboujahjah: I am not Charlie, I am Ahmed the dead cop. Charlie ridiculed my faith and culture and I died defending his right to do so. …
## 64 RT @sergeibaka9: The recent events in France are a big tragedy. The solidarity shown is amazing and needed. We all have to learn from it. #…
## 65 RT @BBCNews: "My brother was a Muslim. He was killed by people who pretend to be Muslims" http://t.co/wTJM2YybJx #CharlieHebdo http://t.co/…
## 66 RT @sirtatters: Obama will admit 9000 Syrian Muslims as refugees, zero Christians as refugees. http://t.co/VJ0w0wT8Sy http://t.co/ImGrFVqnj…
## 67 RT @Jerusalem_Post: WATCH: #Palestinians burn French flag on the Temple Mount over the #CharlieHebdo cover http://t.co/0dvjBHfinO http://t.…
## 68 RT @KurdishTruths: If your a Muslim, which of these two images is more offensive to Islam? Which one makes you more angry? #CharlieHebdo ht…
## 69                                                                                     RT @MuslimIQ: My cousin @MasoodTahir7 is a Muslim artist
## 70 RT @mehdifoundation: Watch our latest video about #CharlieHebdo, #RadicalIslam and #freedomofspeech https://t.co/gpDvsFDUPj #I_love_Muhamma…
## 71                                                              RT @camanpour: They broke his fingers, one by one, for his anti-Assad cartoons.
## 72                                                               RT @ClassicPict: Cartoonists fight back. #JeSuisCharlie http://t.co/vUByhnDcHw
## 73            RT @LatuffCartoons: Please, RT! Nigeria is NOT France! @via @jornalSul21 #CharlieHebdo #JeNeSuisPasCharlie http://t.co/gT3y1PzOAQ
## 74 RT @NadelParis: So we're clear I don't call you bébés bec Ur all teens/YA lol I callU BEBES bec dat's all da French Uknow along with+bonjou…
## 75  RT @LatuffCartoons: So now let's talk seriously about #CharlieHebdo and Western double standard on freedom of speech http://t.co/X8iyp64azl
## 76 RT @abgutman: To all my Muslim friends: you don't need to apologize for the #CharlieHebdo attack in Paris. A criminal committed a crime, no…
## 77                               RT @jk_rowling: Sometimes a picture says it better than any writer could. #CharlieHebdo http://t.co/OP6h1YZUWs
## 78                                                                                RT @Bahrain_Amanah: #Islam is the #religion of #Peace & #Love
## 79                                                                                              RT @SpliffMeister: Make art not war.\U0001f3a8✏️
## 80 RT @BBCWorld: "My brother was a Muslim. He was killed by people who pretend to be Muslims" http://t.co/upZoAxurNL #CharlieHebdo http://t.co…
## 81 RT @billmaher: For years, I've been asked in interviews "Who are your heroes?" I often had to think; sometimes I was stumped. No longer. #C…
## 82                              RT @conradhackett: #JeSuisCharlie, one of the most popular hashtags ever, was in 3.4 million tweets in 24 hours
## 83                                                    RT @adamshapiro: That is how you counter terrorism. #JeSuisCharlie http://t.co/pNg0cyPvGO
## 84 RT @Independent: Firebombs & pigs heads thrown into mosques as anti-Muslim attacks increase after #ParisAttacks http://t.co/pYT3je0S4w http…
## 85 RT @davpope: Can't sleep tonight, thoughts with my French cartooning colleagues, their families and loved ones #CharlieHebdo http://t.co/Lq…
## 86 RT @KatieMirandaArt: Why it's not about cartoons: my illustrated article for @Mondoweiss http://t.co/HB7Enf9qJI #JeSuisAhmed #CharlieHebdo …
## 87 RT @JamesBlunt: Maybe it would have been even more noble for the cover of #CharlieHebdo to depict The Prophet carrying a sign that read #Je…
## 88     RT @CounterMoonbat: There are too many Muslims offended by cartoons and not enough Muslims offended by barbaric terrorism. #CharlieHebdo
## 89 RT @paradisecity: #JeSuisCharlie We need no civil war. Our hearts r w/ all families affected #France #Paris #GunsNRoses #GNR http://t.co/Cz…
## 90 RT @greta: RETWEET this if you think Pres @BarackObama @WhiteHouse SHOULD use term "Radical Islam" to describe #CharlieHebdo attacks @FoxNe…
## 91 RT @2AFight: Still think Muslims are for peace? #CharlieHebdo #JeSuisCharlie #ParisAttacks #NoSharia #tcot #PJNET #teaparty #ccot http://t.…
## 92 RT @MaanImranKhan: Read this TAXI DRIVER story who met a English man what he said about Muhammad PBUH after #ParisAttacks #WhoIsMuhammad ht…
## 93                                                                              RT @MoonNor27: Prophet Muhammad live in  hearts of  all Muslims
## 94    RT @no2censorship: .@MacTXPress: Effective action against extremists #ISIS #Iran #CharlieHebdo http://t.co/DbR5wXhuOT via @washingtonpost
## 95                           RT @Glinner: Lots sent translations. Thanks to all! RT @s427: Here you go. :) #CharlieHebdo http://t.co/fWHERcf1ei
## 96                                RT @MoonNor27: Whatever you do prophat Muhammad stay in our hearts the love of the Prophet increases everyday
## 97 RT @CNNSitRoom: Just in: US believes AQAP video claiming responsibility for #CharlieHebdo attack is authentic http://t.co/QxFP6mZlJX  http:…
## 98 RT @BehzadMoezi: #Iran'ians were prevented 2rally to support #CharlieHebdo but Basijis holding protest against latest issue of #Hebdo http:…
## 99                                                                                                          RT @WhiteFreedomNow: #JeSuisCharlie
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## 77   98
## 78   83
## 79   79
## 80   69
## 81   64
## 82   62
## 83   60
## 84   54
## 85   52
## 86   48
## 87   42
## 88   41
## 89   30
## 90   26
## 91   23
## 92   16
## 93   15
## 94   14
## 95   12
## 96   11
## 97    5
## 98    4
## 99    1
cleanPosts <- function(text) {
  clean_texts <- text %>%
    gsub("<.*>", "", .) %>% # remove emojis
    gsub("&amp;", "", .) %>% # remove &
    gsub("@\\w+", "", .) %>% # remove at people
    gsub("RT","",.) %>% #remove word RT
    hashgrep %>%
    gsub("[[:punct:]]", "", .) %>% # remove punctuation
    gsub("[[:digit:]]", "", .) %>% # remove digits
    gsub("http\\w+", "", .) %>% # remove html links
    iconv(from = "latin1", to = "ASCII", sub="") %>% # remove emoji and bizarre signs
    gsub("[ \t]{2,}", " ", .) %>% # remove unnecessary spaces
    gsub("^\\s+|\\s+$", "", .) %>% # remove unnecessary spaces
    tolower
  return(clean_texts)
}
hashgrep <- function(text) {
  hg <- function(text) {
    result <- ""
    while(text != result) {
      result <- text
      text <- gsub("#[[:alpha:]]+\\K([[:upper:]]+)", " \\1", text, perl = TRUE)
    }
    return(text)
  }
  unname(sapply(text, hg))
}
data_cleaned = cleanPosts(data$V1)
data_cleaned= stemDocument(data_cleaned, language = "english") #stem using Porter's stemming algorithm
data_cleaned %>%
  str_split(" ") %>%
  unlist %>%
  table %>%
  data.frame %>%
  arrange(-Freq) 
##                   . Freq
## 1            charli   69
## 2             hebdo   52
## 3               the   35
## 4                of   28
## 5                to   25
## 6                 a   24
## 7                in   18
## 8              pari   16
## 9            attack   15
## 10                i   15
## 11               is   15
## 12               je   15
## 13              and   14
## 14           muslim   14
## 15              not   14
## 16              sui   14
## 17               on   13
## 18              who   12
## 19               my   11
## 20              for   10
## 21         muhammad   10
## 22               by    9
## 23              you    9
## 24              all    8
## 25          cartoon    8
## 26            franc    8
## 27           french    8
## 28               it    8
## 29              one    8
## 30          prophet    8
## 31               at    7
## 32              his    7
## 33             more    7
## 34              was    7
## 35             with    7
## 36            about    6
## 37            after    6
## 38          freedom    6
## 39               he    6
## 40               if    6
## 41             love    6
## 42                n    6
## 43               op    6
## 44             that    6
## 45             your    6
## 46              are    5
## 47    ilovemuhammad    5
## 48            islam    5
## 49             kill    5
## 50              our    5
## 51          protest    5
## 52          against    4
## 53            cover    4
## 54             from    4
## 55              how    4
## 56             http    4
## 57             iran    4
## 58           leader    4
## 59               no    4
## 60            peopl    4
## 61             read    4
## 62                s    4
## 63              say    4
## 64           terror    4
## 65             this    4
## 66               us    4
## 67               we    4
## 68             will    4
## 69            world    4
## 70              ahm    3
## 71               am    3
## 72           articl    3
## 73               as    3
## 74               be    3
## 75             been    3
## 76           belief    3
## 77              but    3
## 78           courag    3
## 79            heart    3
## 80             here    3
## 81           insult    3
## 82           latest    3
## 83             make    3
## 84            march    3
## 85             need    3
## 86             over    3
## 87             peac    3
## 88            pleas    3
## 89                r    3
## 90             said    3
## 91             show    3
## 92               so    3
## 93           speech    3
## 94            still    3
## 95             than    3
## 96             they    3
## 97            think    3
## 98              war    3
## 99              whi    3
## 100            year    3
## 101             ani    2
## 102       antiassad    2
## 103             ask    2
## 104           award    2
## 105             bec    2
## 106           broke    2
## 107         brother    2
## 108               c    2
## 109          cacher    2
## 110             can    2
## 111      cartoonist    2
## 112         conduct    2
## 113           could    2
## 114          crimin    2
## 115            dead    2
## 116           didnt    2
## 117              do    2
## 118             doe    2
## 119            dont    2
## 120            dure    2
## 121               e    2
## 122           empti    2
## 123       extremist    2
## 124          famili    2
## 125          finger    2
## 126               g    2
## 127             god    2
## 128           guard    2
## 129          gunmen    2
## 130             has    2
## 131            have    2
## 132            hero    2
## 133             hes    2
## 134             hid    2
## 135              ht    2
## 136           hyper    2
## 137       hypocrisi    2
## 138             iam    2
## 139    ilovemuhamma    2
## 140         increas    2
## 141            issu    2
## 142           jesus    2
## 143          jewish    2
## 144            lead    2
## 145            look    2
## 146         magazin    2
## 147          malian    2
## 148             man    2
## 149            mani    2
## 150         marcher    2
## 151           merci    2
## 152           moham    2
## 153            most    2
## 154          nation    2
## 155              ne    2
## 156       norouhani    2
## 157          offend    2
## 158           other    2
## 159             out    2
## 160             pas    2
## 161           photo    2
## 162          pictur    2
## 163            pope    2
## 164             ppl    2
## 165         pretend    2
## 166           radic    2
## 167           ralli    2
## 168          recent    2
## 169          refuge    2
## 170        religion    2
## 171         respect    2
## 172         respond    2
## 173         respons    2
## 174         retweet    2
## 175           right    2
## 176            seem    2
## 177         serious    2
## 178         sometim    2
## 179           stori    2
## 180          street    2
## 181     supermarket    2
## 182         support    2
## 183           their    2
## 184             too    2
## 185           tweet    2
## 186          victim    2
## 187           video    2
## 188         violenc    2
## 189           watch    2
## 190            week    2
## 191            were    2
## 192            what    2
## 193           which    2
## 194          wonder    2
## 195            word    2
## 196       aboutaleb    1
## 197             abu    1
## 198         account    1
## 199             act    1
## 200          action    1
## 201           admit    1
## 202          affect    1
## 203             afp    1
## 204        aldossri    1
## 205        almighti    1
## 206           along    1
## 207            amaz    1
## 208            amor    1
## 209           angri    1
## 210             anp    1
## 211      antimuslim    1
## 212           anyon    1
## 213          apolog    1
## 214            aqap    1
## 215             art    1
## 216          artist    1
## 217          attend    1
## 218          attent    1
## 219         authent    1
## 220            away    1
## 221               b    1
## 222            back    1
## 223             ban    1
## 224          barbar    1
## 225          basiji    1
## 226         bathili    1
## 227           bbcqt    1
## 228             bbs    1
## 229            bebe    1
## 230          becaus    1
## 231           becom    1
## 232          believ    1
## 233          better    1
## 234             big    1
## 235        blasphem    1
## 236            boko    1
## 237       boundless    1
## 238          boysof    1
## 239           break    1
## 240            burn    1
## 241            call    1
## 242           callu    1
## 243            cant    1
## 244            care    1
## 245       caricatur    1
## 246           carri    1
## 247            cart    1
## 248           catch    1
## 249            ccot    1
## 250       christian    1
## 251         citizen    1
## 252           civil    1
## 253        civilian    1
## 254           claim    1
## 255          clanci    1
## 256           clash    1
## 257           clear    1
## 258         cofound    1
## 259        colleagu    1
## 260            come    1
## 261         comment    1
## 262          commit    1
## 263          condit    1
## 264          consul    1
## 265       contribut    1
## 266             cop    1
## 267         counter    1
## 268          cousin    1
## 269           crime    1
## 270          critic    1
## 271          cruzad    1
## 272          cultur    1
## 273              da    1
## 274             dat    1
## 275             day    1
## 276            dcfc    1
## 277            deal    1
## 278           debat    1
## 279          defeat    1
## 280          defend    1
## 281       democraci    1
## 282          depict    1
## 283         describ    1
## 284             die    1
## 285           doubl    1
## 286            down    1
## 287          driver    1
## 288           earth    1
## 289            edit    1
## 290          effect    1
## 291  eggplantfriday    1
## 292           emerg    1
## 293           enemi    1
## 294         english    1
## 295          enough    1
## 296          entitl    1
## 297             etc    1
## 298            even    1
## 299           event    1
## 300            ever    1
## 301        everyday    1
## 302           expos    1
## 303         express    1
## 304            fail    1
## 305           faith    1
## 306             far    1
## 307          father    1
## 308           fatwa    1
## 309        feminist    1
## 310           fight    1
## 311        firebomb    1
## 312            flag    1
## 313          forget    1
## 314          forgiv    1
## 315         francoi    1
## 316            free    1
## 317 freedomofspeech    1
## 318          friend    1
## 319       fundament    1
## 320           funer    1
## 321         garaudi    1
## 322             get    1
## 323          ghraib    1
## 324              go    1
## 325             got    1
## 326             gun    1
## 327               h    1
## 328            hack    1
## 329             had    1
## 330          happen    1
## 331           haram    1
## 332         hashtag    1
## 333            head    1
## 334            hear    1
## 335            heat    1
## 336            held    1
## 337             him    1
## 338            hold    1
## 339         holland    1
## 340       holocaust    1
## 341           honor    1
## 342            hour    1
## 343             htt    1
## 344            idea    1
## 345         illustr    1
## 346            imag    1
## 347           injur    1
## 348         instant    1
## 349       interview    1
## 350            into    1
## 351         iranian    1
## 352            iraq    1
## 353            isra    1
## 354          israel    1
## 355             ive    1
## 356               j    1
## 357              ji    1
## 358             jim    1
## 359            juif    1
## 360            just    1
## 361               k    1
## 362         karachi    1
## 363            land    1
## 364         lassana    1
## 365            last    1
## 366           learn    1
## 367           least    1
## 368            left    1
## 369             let    1
## 370            like    1
## 371           littl    1
## 372            live    1
## 373              lo    1
## 374            loan    1
## 375             lol    1
## 376          longer    1
## 377             los    1
## 378             lot    1
## 379            male    1
## 380            mayb    1
## 381           mayor    1
## 382              me    1
## 383            mean    1
## 384             met    1
## 385         million    1
## 386           mosqu    1
## 387          mother    1
## 388           mount    1
## 389             mqm    1
## 390          murder    1
## 391            must    1
## 392              nd    1
## 393            near    1
## 394         newspap    1
## 395            next    1
## 396           niger    1
## 397         nigeria    1
## 398        nightmar    1
## 399            nobl    1
## 400          normal    1
## 401             now    1
## 402           obama    1
## 403          offens    1
## 404           often    1
## 405     oscarworthi    1
## 406               p    1
## 407            paid    1
## 408        pakistan    1
## 409        palestin    1
## 410     palestinian    1
## 411          payday    1
## 412            pbuh    1
## 413          pencil    1
## 414         perform    1
## 415          person    1
## 416      photograph    1
## 417       photoshop    1
## 418             pic    1
## 419             pig    1
## 420             plz    1
## 421            pmln    1
## 422          polici    1
## 423         popular    1
## 424            pres    1
## 425          presid    1
## 426           press    1
## 427         prevent    1
## 428         prophat    1
## 429          prueba    1
## 430             pti    1
## 431           quran    1
## 432           react    1
## 433          reborn    1
## 434          remind    1
## 435          report    1
## 436          resign    1
## 437         ridicul    1
## 438           roger    1
## 439            rose    1
## 440       rotterdam    1
## 441          rushdi    1
## 442          salman    1
## 443           seneg    1
## 444       senseless    1
## 445            sent    1
## 446          sharia    1
## 447           shikh    1
## 448           shoot    1
## 449            shot    1
## 450          should    1
## 451           shown    1
## 452            sign    1
## 453           sleep    1
## 454         solidar    1
## 455           stand    1
## 456        standard    1
## 457            stay    1
## 458           store    1
## 459           stump    1
## 460         success    1
## 461         suspect    1
## 462          syrian    1
## 463               t    1
## 464            talk    1
## 465           tangl    1
## 466            taxi    1
## 467            tcot    1
## 468        teaparti    1
## 469         teensya    1
## 470           templ    1
## 471            term    1
## 472       terrorist    1
## 473           thank    1
## 474           theft    1
## 475            them    1
## 476           there    1
## 477           these    1
## 478           those    1
## 479         thought    1
## 480        thousand    1
## 481           three    1
## 482          thrown    1
## 483            time    1
## 484         tonight    1
## 485           topic    1
## 486          tortur    1
## 487         tragedi    1
## 488        translat    1
## 489           trend    1
## 490           trial    1
## 491         tuesday    1
## 492         twitter    1
## 493             two    1
## 494               u    1
## 495           uknow    1
## 496              up    1
## 497            upon    1
## 498              ur    1
## 499             use    1
## 500             via    1
## 501         violent    1
## 502               w    1
## 503            wake    1
## 504            want    1
## 505             web    1
## 506          websit    1
## 507            went    1
## 508         western    1
## 509          whatev    1
## 510            when    1
## 511            wipe    1
## 512      withbonjou    1
## 513            work    1
## 514           worth    1
## 515           would    1
## 516          writer    1
## 517            zero    1
## 518         zionist    1
## 519          zummer    1
e <- data_cleaned %>%
  str_split(" ")%>%
  lapply(function(Token) {
    expand.grid(Token, Token,Frequency= 1, stringsAsFactors = FALSE)
  }) %>%
  bind_rows

e <- apply(e[, -3], 1, str_sort) %>%
  t %>%
  data.frame(stringsAsFactors = FALSE) %>%
  mutate(Frequency = e$Frequency)
e
##                    X1              X2 Frequency
## 1                 ask             ask         1
## 2                 ask          forgiv         1
## 3                 ask              of         1
## 4                 ask             god         1
## 5            almighti             ask         1
## 6                 ask          forgiv         1
## 7              forgiv          forgiv         1
## 8              forgiv              of         1
## 9              forgiv             god         1
## 10           almighti          forgiv         1
## 11                ask              of         1
## 12             forgiv              of         1
## 13                 of              of         1
## 14                god              of         1
## 15           almighti              of         1
## 16                ask             god         1
## 17             forgiv             god         1
## 18                god              of         1
## 19                god             god         1
## 20           almighti             god         1
## 21           almighti             ask         1
## 22           almighti          forgiv         1
## 23           almighti              of         1
## 24           almighti             god         1
## 25           almighti        almighti         1
## 26                 op              op         1
## 27              franc              op         1
## 28              franc              op         1
## 29              franc           franc         1
## 30             charli          charli         1
## 31             charli           hebdo         1
## 32             charli           hebdo         1
## 33              hebdo           hebdo         1
## 34             malian          malian         1
## 35             malian             who         1
## 36                hid          malian         1
## 37             malian           peopl         1
## 38               from          malian         1
## 39             gunmen          malian         1
## 40               dure          malian         1
## 41             malian            pari         1
## 42             attack          malian         1
## 43             malian              on         1
## 44             jewish          malian         1
## 45             malian     supermarket         1
## 46              award          malian         1
## 47             french          malian         1
## 48             malian          nation         1
## 49             malian             who         1
## 50                who             who         1
## 51                hid             who         1
## 52              peopl             who         1
## 53               from             who         1
## 54             gunmen             who         1
## 55               dure             who         1
## 56               pari             who         1
## 57             attack             who         1
## 58                 on             who         1
## 59             jewish             who         1
## 60        supermarket             who         1
## 61              award             who         1
## 62             french             who         1
## 63             nation             who         1
## 64                hid          malian         1
## 65                hid             who         1
## 66                hid             hid         1
## 67                hid           peopl         1
## 68               from             hid         1
## 69             gunmen             hid         1
## 70               dure             hid         1
## 71                hid            pari         1
## 72             attack             hid         1
## 73                hid              on         1
## 74                hid          jewish         1
## 75                hid     supermarket         1
## 76              award             hid         1
## 77             french             hid         1
## 78                hid          nation         1
## 79             malian           peopl         1
## 80              peopl             who         1
## 81                hid           peopl         1
## 82              peopl           peopl         1
## 83               from           peopl         1
## 84             gunmen           peopl         1
## 85               dure           peopl         1
## 86               pari           peopl         1
## 87             attack           peopl         1
## 88                 on           peopl         1
## 89             jewish           peopl         1
## 90              peopl     supermarket         1
## 91              award           peopl         1
## 92             french           peopl         1
## 93             nation           peopl         1
## 94               from          malian         1
## 95               from             who         1
## 96               from             hid         1
## 97               from           peopl         1
## 98               from            from         1
## 99               from          gunmen         1
## 100              dure            from         1
## 101              from            pari         1
## 102            attack            from         1
## 103              from              on         1
## 104              from          jewish         1
## 105              from     supermarket         1
## 106             award            from         1
## 107            french            from         1
## 108              from          nation         1
## 109            gunmen          malian         1
## 110            gunmen             who         1
## 111            gunmen             hid         1
## 112            gunmen           peopl         1
## 113              from          gunmen         1
## 114            gunmen          gunmen         1
## 115              dure          gunmen         1
## 116            gunmen            pari         1
## 117            attack          gunmen         1
## 118            gunmen              on         1
## 119            gunmen          jewish         1
## 120            gunmen     supermarket         1
## 121             award          gunmen         1
## 122            french          gunmen         1
## 123            gunmen          nation         1
## 124              dure          malian         1
## 125              dure             who         1
## 126              dure             hid         1
## 127              dure           peopl         1
## 128              dure            from         1
## 129              dure          gunmen         1
## 130              dure            dure         1
## 131              dure            pari         1
## 132            attack            dure         1
## 133              dure              on         1
## 134              dure          jewish         1
## 135              dure     supermarket         1
## 136             award            dure         1
## 137              dure          french         1
## 138              dure          nation         1
## 139            malian            pari         1
## 140              pari             who         1
## 141               hid            pari         1
## 142              pari           peopl         1
## 143              from            pari         1
## 144            gunmen            pari         1
## 145              dure            pari         1
## 146              pari            pari         1
## 147            attack            pari         1
## 148                on            pari         1
## 149            jewish            pari         1
## 150              pari     supermarket         1
## 151             award            pari         1
## 152            french            pari         1
## 153            nation            pari         1
## 154            attack          malian         1
## 155            attack             who         1
## 156            attack             hid         1
## 157            attack           peopl         1
## 158            attack            from         1
## 159            attack          gunmen         1
## 160            attack            dure         1
## 161            attack            pari         1
## 162            attack          attack         1
## 163            attack              on         1
## 164            attack          jewish         1
## 165            attack     supermarket         1
## 166            attack           award         1
## 167            attack          french         1
## 168            attack          nation         1
## 169            malian              on         1
## 170                on             who         1
## 171               hid              on         1
## 172                on           peopl         1
## 173              from              on         1
## 174            gunmen              on         1
## 175              dure              on         1
## 176                on            pari         1
## 177            attack              on         1
## 178                on              on         1
## 179            jewish              on         1
## 180                on     supermarket         1
## 181             award              on         1
## 182            french              on         1
## 183            nation              on         1
## 184            jewish          malian         1
## 185            jewish             who         1
## 186               hid          jewish         1
## 187            jewish           peopl         1
## 188              from          jewish         1
## 189            gunmen          jewish         1
## 190              dure          jewish         1
## 191            jewish            pari         1
## 192            attack          jewish         1
## 193            jewish              on         1
## 194            jewish          jewish         1
## 195            jewish     supermarket         1
## 196             award          jewish         1
## 197            french          jewish         1
## 198            jewish          nation         1
## 199            malian     supermarket         1
## 200       supermarket             who         1
## 201               hid     supermarket         1
## 202             peopl     supermarket         1
## 203              from     supermarket         1
## 204            gunmen     supermarket         1
## 205              dure     supermarket         1
## 206              pari     supermarket         1
## 207            attack     supermarket         1
## 208                on     supermarket         1
## 209            jewish     supermarket         1
## 210       supermarket     supermarket         1
## 211             award     supermarket         1
## 212            french     supermarket         1
## 213            nation     supermarket         1
## 214             award          malian         1
## 215             award             who         1
## 216             award             hid         1
## 217             award           peopl         1
## 218             award            from         1
## 219             award          gunmen         1
## 220             award            dure         1
## 221             award            pari         1
## 222            attack           award         1
## 223             award              on         1
## 224             award          jewish         1
## 225             award     supermarket         1
## 226             award           award         1
## 227             award          french         1
## 228             award          nation         1
## 229            french          malian         1
## 230            french             who         1
## 231            french             hid         1
## 232            french           peopl         1
## 233            french            from         1
## 234            french          gunmen         1
## 235              dure          french         1
## 236            french            pari         1
## 237            attack          french         1
## 238            french              on         1
## 239            french          jewish         1
## 240            french     supermarket         1
## 241             award          french         1
## 242            french          french         1
## 243            french          nation         1
## 244            malian          nation         1
## 245            nation             who         1
## 246               hid          nation         1
## 247            nation           peopl         1
## 248              from          nation         1
## 249            gunmen          nation         1
## 250              dure          nation         1
## 251            nation            pari         1
## 252            attack          nation         1
## 253            nation              on         1
## 254            jewish          nation         1
## 255            nation     supermarket         1
## 256             award          nation         1
## 257            french          nation         1
## 258            nation          nation         1
## 259               the             the         1
## 260           success             the         1
## 261                of             the         1
## 262               the             the         1
## 263             moham             the         1
## 264              issu             the         1
## 265                of             the         1
## 266            charli             the         1
## 267             hebdo             the         1
## 268              show             the         1
## 269              that             the         1
## 270               the            with         1
## 271                 a             the         1
## 272             littl             the         1
## 273            courag             the         1
## 274           magazin             the         1
## 275               can             the         1
## 276             still             the         1
## 277              make             the         1
## 278                 a             the         1
## 279           prophet             the         1
## 280           success             the         1
## 281           success         success         1
## 282                of         success         1
## 283           success             the         1
## 284             moham         success         1
## 285              issu         success         1
## 286                of         success         1
## 287            charli         success         1
## 288             hebdo         success         1
## 289              show         success         1
## 290           success            that         1
## 291           success            with         1
## 292                 a         success         1
## 293             littl         success         1
## 294            courag         success         1
## 295           magazin         success         1
## 296               can         success         1
## 297             still         success         1
## 298              make         success         1
## 299                 a         success         1
## 300           prophet         success         1
## 301                of             the         1
## 302                of         success         1
## 303                of              of         1
## 304                of             the         1
## 305             moham              of         1
## 306              issu              of         1
## 307                of              of         1
## 308            charli              of         1
## 309             hebdo              of         1
## 310                of            show         1
## 311                of            that         1
## 312                of            with         1
## 313                 a              of         1
## 314             littl              of         1
## 315            courag              of         1
## 316           magazin              of         1
## 317               can              of         1
## 318                of           still         1
## 319              make              of         1
## 320                 a              of         1
## 321                of         prophet         1
## 322               the             the         1
## 323           success             the         1
## 324                of             the         1
## 325               the             the         1
## 326             moham             the         1
## 327              issu             the         1
## 328                of             the         1
## 329            charli             the         1
## 330             hebdo             the         1
## 331              show             the         1
## 332              that             the         1
## 333               the            with         1
## 334                 a             the         1
## 335             littl             the         1
## 336            courag             the         1
## 337           magazin             the         1
## 338               can             the         1
## 339             still             the         1
## 340              make             the         1
## 341                 a             the         1
## 342           prophet             the         1
## 343             moham             the         1
## 344             moham         success         1
## 345             moham              of         1
## 346             moham             the         1
## 347             moham           moham         1
## 348              issu           moham         1
## 349             moham              of         1
## 350            charli           moham         1
## 351             hebdo           moham         1
## 352             moham            show         1
## 353             moham            that         1
## 354             moham            with         1
## 355                 a           moham         1
## 356             littl           moham         1
## 357            courag           moham         1
## 358           magazin           moham         1
## 359               can           moham         1
## 360             moham           still         1
## 361              make           moham         1
## 362                 a           moham         1
## 363             moham         prophet         1
## 364              issu             the         1
## 365              issu         success         1
## 366              issu              of         1
## 367              issu             the         1
## 368              issu           moham         1
## 369              issu            issu         1
## 370              issu              of         1
## 371            charli            issu         1
## 372             hebdo            issu         1
## 373              issu            show         1
## 374              issu            that         1
## 375              issu            with         1
## 376                 a            issu         1
## 377              issu           littl         1
## 378            courag            issu         1
## 379              issu         magazin         1
## 380               can            issu         1
## 381              issu           still         1
## 382              issu            make         1
## 383                 a            issu         1
## 384              issu         prophet         1
## 385                of             the         1
## 386                of         success         1
## 387                of              of         1
## 388                of             the         1
## 389             moham              of         1
## 390              issu              of         1
## 391                of              of         1
## 392            charli              of         1
## 393             hebdo              of         1
## 394                of            show         1
## 395                of            that         1
## 396                of            with         1
## 397                 a              of         1
## 398             littl              of         1
## 399            courag              of         1
## 400           magazin              of         1
## 401               can              of         1
## 402                of           still         1
## 403              make              of         1
## 404                 a              of         1
## 405                of         prophet         1
## 406            charli             the         1
## 407            charli         success         1
## 408            charli              of         1
## 409            charli             the         1
## 410            charli           moham         1
## 411            charli            issu         1
## 412            charli              of         1
## 413            charli          charli         1
## 414            charli           hebdo         1
## 415            charli            show         1
## 416            charli            that         1
## 417            charli            with         1
## 418                 a          charli         1
## 419            charli           littl         1
## 420            charli          courag         1
## 421            charli         magazin         1
## 422               can          charli         1
## 423            charli           still         1
## 424            charli            make         1
## 425                 a          charli         1
## 426            charli         prophet         1
## 427             hebdo             the         1
## 428             hebdo         success         1
## 429             hebdo              of         1
## 430             hebdo             the         1
## 431             hebdo           moham         1
## 432             hebdo            issu         1
## 433             hebdo              of         1
## 434            charli           hebdo         1
## 435             hebdo           hebdo         1
## 436             hebdo            show         1
## 437             hebdo            that         1
## 438             hebdo            with         1
## 439                 a           hebdo         1
## 440             hebdo           littl         1
## 441            courag           hebdo         1
## 442             hebdo         magazin         1
## 443               can           hebdo         1
## 444             hebdo           still         1
## 445             hebdo            make         1
## 446                 a           hebdo         1
## 447             hebdo         prophet         1
## 448              show             the         1
## 449              show         success         1
## 450                of            show         1
## 451              show             the         1
## 452             moham            show         1
## 453              issu            show         1
## 454                of            show         1
## 455            charli            show         1
## 456             hebdo            show         1
## 457              show            show         1
## 458              show            that         1
## 459              show            with         1
## 460                 a            show         1
## 461             littl            show         1
## 462            courag            show         1
## 463           magazin            show         1
## 464               can            show         1
## 465              show           still         1
## 466              make            show         1
## 467                 a            show         1
## 468           prophet            show         1
## 469              that             the         1
## 470           success            that         1
## 471                of            that         1
## 472              that             the         1
## 473             moham            that         1
## 474              issu            that         1
## 475                of            that         1
## 476            charli            that         1
## 477             hebdo            that         1
## 478              show            that         1
## 479              that            that         1
## 480              that            with         1
## 481                 a            that         1
## 482             littl            that         1
## 483            courag            that         1
## 484           magazin            that         1
## 485               can            that         1
## 486             still            that         1
## 487              make            that         1
## 488                 a            that         1
## 489           prophet            that         1
## 490               the            with         1
## 491           success            with         1
## 492                of            with         1
## 493               the            with         1
## 494             moham            with         1
## 495              issu            with         1
## 496                of            with         1
## 497            charli            with         1
## 498             hebdo            with         1
## 499              show            with         1
## 500              that            with         1
## 501              with            with         1
## 502                 a            with         1
## 503             littl            with         1
## 504            courag            with         1
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## 2554           happen           haram         1
## 2555            haram              to         1
## 2556            haram              us         1
## 2557            haram             htt         1
## 2558               we             whi         1
## 2559           charli              we         1
## 2560            hebdo              we         1
## 2561              got              we         1
## 2562             more              we         1
## 2563           attent              we         1
## 2564             than              we         1
## 2565             boko              we         1
## 2566            haram              we         1
## 2567               we              we         1
## 2568             care              we         1
## 2569            about              we         1
## 2570          violenc              we         1
## 2571             that              we         1
## 2572             seem              we         1
## 2573             like              we         1
## 2574               it              we         1
## 2575            could              we         1
## 2576           happen              we         1
## 2577               to              we         1
## 2578               us              we         1
## 2579              htt              we         1
## 2580             care             whi         1
## 2581             care          charli         1
## 2582             care           hebdo         1
## 2583             care             got         1
## 2584             care            more         1
## 2585           attent            care         1
## 2586             care            than         1
## 2587             boko            care         1
## 2588             care           haram         1
## 2589             care              we         1
## 2590             care            care         1
## 2591            about            care         1
## 2592             care         violenc         1
## 2593             care            that         1
## 2594             care            seem         1
## 2595             care            like         1
## 2596             care              it         1
## 2597             care           could         1
## 2598             care          happen         1
## 2599             care              to         1
## 2600             care              us         1
## 2601             care             htt         1
## 2602            about             whi         1
## 2603            about          charli         1
## 2604            about           hebdo         1
## 2605            about             got         1
## 2606            about            more         1
## 2607            about          attent         1
## 2608            about            than         1
## 2609            about            boko         1
## 2610            about           haram         1
## 2611            about              we         1
## 2612            about            care         1
## 2613            about           about         1
## 2614            about         violenc         1
## 2615            about            that         1
## 2616            about            seem         1
## 2617            about            like         1
## 2618            about              it         1
## 2619            about           could         1
## 2620            about          happen         1
## 2621            about              to         1
## 2622            about              us         1
## 2623            about             htt         1
## 2624          violenc             whi         1
## 2625           charli         violenc         1
## 2626            hebdo         violenc         1
## 2627              got         violenc         1
## 2628             more         violenc         1
## 2629           attent         violenc         1
## 2630             than         violenc         1
## 2631             boko         violenc         1
## 2632            haram         violenc         1
## 2633          violenc              we         1
## 2634             care         violenc         1
## 2635            about         violenc         1
## 2636          violenc         violenc         1
## 2637             that         violenc         1
## 2638             seem         violenc         1
## 2639             like         violenc         1
## 2640               it         violenc         1
## 2641            could         violenc         1
## 2642           happen         violenc         1
## 2643               to         violenc         1
## 2644               us         violenc         1
## 2645              htt         violenc         1
## 2646             that             whi         1
## 2647           charli            that         1
## 2648            hebdo            that         1
## 2649              got            that         1
## 2650             more            that         1
## 2651           attent            that         1
## 2652             than            that         1
## 2653             boko            that         1
## 2654            haram            that         1
## 2655             that              we         1
## 2656             care            that         1
## 2657            about            that         1
## 2658             that         violenc         1
## 2659             that            that         1
## 2660             seem            that         1
## 2661             like            that         1
## 2662               it            that         1
## 2663            could            that         1
## 2664           happen            that         1
## 2665             that              to         1
## 2666             that              us         1
## 2667              htt            that         1
## 2668             seem             whi         1
## 2669           charli            seem         1
## 2670            hebdo            seem         1
## 2671              got            seem         1
## 2672             more            seem         1
## 2673           attent            seem         1
## 2674             seem            than         1
## 2675             boko            seem         1
## 2676            haram            seem         1
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## 2678             care            seem         1
## 2679            about            seem         1
## 2680             seem         violenc         1
## 2681             seem            that         1
## 2682             seem            seem         1
## 2683             like            seem         1
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## 2685            could            seem         1
## 2686           happen            seem         1
## 2687             seem              to         1
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## 2689              htt            seem         1
## 2690             like             whi         1
## 2691           charli            like         1
## 2692            hebdo            like         1
## 2693              got            like         1
## 2694             like            more         1
## 2695           attent            like         1
## 2696             like            than         1
## 2697             boko            like         1
## 2698            haram            like         1
## 2699             like              we         1
## 2700             care            like         1
## 2701            about            like         1
## 2702             like         violenc         1
## 2703             like            that         1
## 2704             like            seem         1
## 2705             like            like         1
## 2706               it            like         1
## 2707            could            like         1
## 2708           happen            like         1
## 2709             like              to         1
## 2710             like              us         1
## 2711              htt            like         1
## 2712               it             whi         1
## 2713           charli              it         1
## 2714            hebdo              it         1
## 2715              got              it         1
## 2716               it            more         1
## 2717           attent              it         1
## 2718               it            than         1
## 2719             boko              it         1
## 2720            haram              it         1
## 2721               it              we         1
## 2722             care              it         1
## 2723            about              it         1
## 2724               it         violenc         1
## 2725               it            that         1
## 2726               it            seem         1
## 2727               it            like         1
## 2728               it              it         1
## 2729            could              it         1
## 2730           happen              it         1
## 2731               it              to         1
## 2732               it              us         1
## 2733              htt              it         1
## 2734            could             whi         1
## 2735           charli           could         1
## 2736            could           hebdo         1
## 2737            could             got         1
## 2738            could            more         1
## 2739           attent           could         1
## 2740            could            than         1
## 2741             boko           could         1
## 2742            could           haram         1
## 2743            could              we         1
## 2744             care           could         1
## 2745            about           could         1
## 2746            could         violenc         1
## 2747            could            that         1
## 2748            could            seem         1
## 2749            could            like         1
## 2750            could              it         1
## 2751            could           could         1
## 2752            could          happen         1
## 2753            could              to         1
## 2754            could              us         1
## 2755            could             htt         1
## 2756           happen             whi         1
## 2757           charli          happen         1
## 2758           happen           hebdo         1
## 2759              got          happen         1
## 2760           happen            more         1
## 2761           attent          happen         1
## 2762           happen            than         1
## 2763             boko          happen         1
## 2764           happen           haram         1
## 2765           happen              we         1
## 2766             care          happen         1
## 2767            about          happen         1
## 2768           happen         violenc         1
## 2769           happen            that         1
## 2770           happen            seem         1
## 2771           happen            like         1
## 2772           happen              it         1
## 2773            could          happen         1
## 2774           happen          happen         1
## 2775           happen              to         1
## 2776           happen              us         1
## 2777           happen             htt         1
## 2778               to             whi         1
## 2779           charli              to         1
## 2780            hebdo              to         1
## 2781              got              to         1
## 2782             more              to         1
## 2783           attent              to         1
## 2784             than              to         1
## 2785             boko              to         1
## 2786            haram              to         1
## 2787               to              we         1
## 2788             care              to         1
## 2789            about              to         1
## 2790               to         violenc         1
## 2791             that              to         1
## 2792             seem              to         1
## 2793             like              to         1
## 2794               it              to         1
## 2795            could              to         1
## 2796           happen              to         1
## 2797               to              to         1
## 2798               to              us         1
## 2799              htt              to         1
## 2800               us             whi         1
## 2801           charli              us         1
## 2802            hebdo              us         1
## 2803              got              us         1
## 2804             more              us         1
## 2805           attent              us         1
## 2806             than              us         1
## 2807             boko              us         1
## 2808            haram              us         1
## 2809               us              we         1
## 2810             care              us         1
## 2811            about              us         1
## 2812               us         violenc         1
## 2813             that              us         1
## 2814             seem              us         1
## 2815             like              us         1
## 2816               it              us         1
## 2817            could              us         1
## 2818           happen              us         1
## 2819               to              us         1
## 2820               us              us         1
## 2821              htt              us         1
## 2822              htt             whi         1
## 2823           charli             htt         1
## 2824            hebdo             htt         1
## 2825              got             htt         1
## 2826              htt            more         1
## 2827           attent             htt         1
## 2828              htt            than         1
## 2829             boko             htt         1
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## 2831              htt              we         1
## 2832             care             htt         1
## 2833            about             htt         1
## 2834              htt         violenc         1
## 2835              htt            that         1
## 2836              htt            seem         1
## 2837              htt            like         1
## 2838              htt              it         1
## 2839            could             htt         1
## 2840           happen             htt         1
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## 2843              htt             htt         1
## 2844             read            read         1
## 2845               my            read         1
## 2846               nd            read         1
## 2847           articl            read         1
## 2848      oscarworthi            read         1
## 2849          perform            read         1
## 2850               by            read         1
## 2851             read            word         1
## 2852           leader            read         1
## 2853             pari            read         1
## 2854             edit            read         1
## 2855               my            read         1
## 2856               my              my         1
## 2857               my              nd         1
## 2858           articl              my         1
## 2859               my     oscarworthi         1
## 2860               my         perform         1
## 2861               by              my         1
## 2862               my            word         1
## 2863           leader              my         1
## 2864               my            pari         1
## 2865             edit              my         1
## 2866               nd            read         1
## 2867               my              nd         1
## 2868               nd              nd         1
## 2869           articl              nd         1
## 2870               nd     oscarworthi         1
## 2871               nd         perform         1
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## 2873               nd            word         1
## 2874           leader              nd         1
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## 2877           articl            read         1
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## 2880           articl          articl         1
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## 2886           articl            pari         1
## 2887           articl            edit         1
## 2888      oscarworthi            read         1
## 2889               my     oscarworthi         1
## 2890               nd     oscarworthi         1
## 2891           articl     oscarworthi         1
## 2892      oscarworthi     oscarworthi         1
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## 2895      oscarworthi            word         1
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## 2897      oscarworthi            pari         1
## 2898             edit     oscarworthi         1
## 2899          perform            read         1
## 2900               my         perform         1
## 2901               nd         perform         1
## 2902           articl         perform         1
## 2903      oscarworthi         perform         1
## 2904          perform         perform         1
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## 2906          perform            word         1
## 2907           leader         perform         1
## 2908             pari         perform         1
## 2909             edit         perform         1
## 2910               by            read         1
## 2911               by              my         1
## 2912               by              nd         1
## 2913           articl              by         1
## 2914               by     oscarworthi         1
## 2915               by         perform         1
## 2916               by              by         1
## 2917               by            word         1
## 2918               by          leader         1
## 2919               by            pari         1
## 2920               by            edit         1
## 2921             read            word         1
## 2922               my            word         1
## 2923               nd            word         1
## 2924           articl            word         1
## 2925      oscarworthi            word         1
## 2926          perform            word         1
## 2927               by            word         1
## 2928             word            word         1
## 2929           leader            word         1
## 2930             pari            word         1
## 2931             edit            word         1
## 2932           leader            read         1
## 2933           leader              my         1
## 2934           leader              nd         1
## 2935           articl          leader         1
## 2936           leader     oscarworthi         1
## 2937           leader         perform         1
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## 2939           leader            word         1
## 2940           leader          leader         1
## 2941           leader            pari         1
## 2942             edit          leader         1
## 2943             pari            read         1
## 2944               my            pari         1
## 2945               nd            pari         1
## 2946           articl            pari         1
## 2947      oscarworthi            pari         1
## 2948             pari         perform         1
## 2949               by            pari         1
## 2950             pari            word         1
## 2951           leader            pari         1
## 2952             pari            pari         1
## 2953             edit            pari         1
## 2954             edit            read         1
## 2955             edit              my         1
## 2956             edit              nd         1
## 2957           articl            edit         1
## 2958             edit     oscarworthi         1
## 2959             edit         perform         1
## 2960               by            edit         1
## 2961             edit            word         1
## 2962             edit          leader         1
## 2963             edit            pari         1
## 2964             edit            edit         1
## 2965            pleas           pleas         1
## 2966          freedom           pleas         1
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## 2968            pleas          speech         1
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## 2970               if           pleas         1
## 2971            pleas            your         1
## 2972             deal           pleas         1
## 2973            pleas            with         1
## 2974           israel           pleas         1
## 2975               je           pleas         1
## 2976               ne           pleas         1
## 2977            pleas             sui         1
## 2978              pas           pleas         1
## 2979           charli           pleas         1
## 2980          freedom           pleas         1
## 2981          freedom         freedom         1
## 2982          freedom              of         1
## 2983          freedom          speech         1
## 2984          freedom             not         1
## 2985          freedom              if         1
## 2986          freedom            your         1
## 2987             deal         freedom         1
## 2988          freedom            with         1
## 2989          freedom          israel         1
## 2990          freedom              je         1
## 2991          freedom              ne         1
## 2992          freedom             sui         1
## 2993          freedom             pas         1
## 2994           charli         freedom         1
## 2995               of           pleas         1
## 2996          freedom              of         1
## 2997               of              of         1
## 2998               of          speech         1
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## 3000               if              of         1
## 3001               of            your         1
## 3002             deal              of         1
## 3003               of            with         1
## 3004           israel              of         1
## 3005               je              of         1
## 3006               ne              of         1
## 3007               of             sui         1
## 3008               of             pas         1
## 3009           charli              of         1
## 3010            pleas          speech         1
## 3011          freedom          speech         1
## 3012               of          speech         1
## 3013           speech          speech         1
## 3014              not          speech         1
## 3015               if          speech         1
## 3016           speech            your         1
## 3017             deal          speech         1
## 3018           speech            with         1
## 3019           israel          speech         1
## 3020               je          speech         1
## 3021               ne          speech         1
## 3022           speech             sui         1
## 3023              pas          speech         1
## 3024           charli          speech         1
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## 3026          freedom             not         1
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## 3028              not          speech         1
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## 3031              not            your         1
## 3032             deal             not         1
## 3033              not            with         1
## 3034           israel             not         1
## 3035               je             not         1
## 3036               ne             not         1
## 3037              not             sui         1
## 3038              not             pas         1
## 3039           charli             not         1
## 3040               if           pleas         1
## 3041          freedom              if         1
## 3042               if              of         1
## 3043               if          speech         1
## 3044               if             not         1
## 3045               if              if         1
## 3046               if            your         1
## 3047             deal              if         1
## 3048               if            with         1
## 3049               if          israel         1
## 3050               if              je         1
## 3051               if              ne         1
## 3052               if             sui         1
## 3053               if             pas         1
## 3054           charli              if         1
## 3055            pleas            your         1
## 3056          freedom            your         1
## 3057               of            your         1
## 3058           speech            your         1
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## 3060               if            your         1
## 3061             your            your         1
## 3062             deal            your         1
## 3063             with            your         1
## 3064           israel            your         1
## 3065               je            your         1
## 3066               ne            your         1
## 3067              sui            your         1
## 3068              pas            your         1
## 3069           charli            your         1
## 3070             deal           pleas         1
## 3071             deal         freedom         1
## 3072             deal              of         1
## 3073             deal          speech         1
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## 3075             deal              if         1
## 3076             deal            your         1
## 3077             deal            deal         1
## 3078             deal            with         1
## 3079             deal          israel         1
## 3080             deal              je         1
## 3081             deal              ne         1
## 3082             deal             sui         1
## 3083             deal             pas         1
## 3084           charli            deal         1
## 3085            pleas            with         1
## 3086          freedom            with         1
## 3087               of            with         1
## 3088           speech            with         1
## 3089              not            with         1
## 3090               if            with         1
## 3091             with            your         1
## 3092             deal            with         1
## 3093             with            with         1
## 3094           israel            with         1
## 3095               je            with         1
## 3096               ne            with         1
## 3097              sui            with         1
## 3098              pas            with         1
## 3099           charli            with         1
## 3100           israel           pleas         1
## 3101          freedom          israel         1
## 3102           israel              of         1
## 3103           israel          speech         1
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## 3105               if          israel         1
## 3106           israel            your         1
## 3107             deal          israel         1
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## 3109           israel          israel         1
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## 3111           israel              ne         1
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## 3113           israel             pas         1
## 3114           charli          israel         1
## 3115               je           pleas         1
## 3116          freedom              je         1
## 3117               je              of         1
## 3118               je          speech         1
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## 3120               if              je         1
## 3121               je            your         1
## 3122             deal              je         1
## 3123               je            with         1
## 3124           israel              je         1
## 3125               je              je         1
## 3126               je              ne         1
## 3127               je             sui         1
## 3128               je             pas         1
## 3129           charli              je         1
## 3130               ne           pleas         1
## 3131          freedom              ne         1
## 3132               ne              of         1
## 3133               ne          speech         1
## 3134               ne             not         1
## 3135               if              ne         1
## 3136               ne            your         1
## 3137             deal              ne         1
## 3138               ne            with         1
## 3139           israel              ne         1
## 3140               je              ne         1
## 3141               ne              ne         1
## 3142               ne             sui         1
## 3143               ne             pas         1
## 3144           charli              ne         1
## 3145            pleas             sui         1
## 3146          freedom             sui         1
## 3147               of             sui         1
## 3148           speech             sui         1
## 3149              not             sui         1
## 3150               if             sui         1
## 3151              sui            your         1
## 3152             deal             sui         1
## 3153              sui            with         1
## 3154           israel             sui         1
## 3155               je             sui         1
## 3156               ne             sui         1
## 3157              sui             sui         1
## 3158              pas             sui         1
## 3159           charli             sui         1
## 3160              pas           pleas         1
## 3161          freedom             pas         1
## 3162               of             pas         1
## 3163              pas          speech         1
## 3164              not             pas         1
## 3165               if             pas         1
## 3166              pas            your         1
## 3167             deal             pas         1
## 3168              pas            with         1
## 3169           israel             pas         1
## 3170               je             pas         1
## 3171               ne             pas         1
## 3172              pas             sui         1
## 3173              pas             pas         1
## 3174           charli             pas         1
## 3175           charli           pleas         1
## 3176           charli         freedom         1
## 3177           charli              of         1
## 3178           charli          speech         1
## 3179           charli             not         1
## 3180           charli              if         1
## 3181           charli            your         1
## 3182           charli            deal         1
## 3183           charli            with         1
## 3184           charli          israel         1
## 3185           charli              je         1
## 3186           charli              ne         1
## 3187           charli             sui         1
## 3188           charli             pas         1
## 3189           charli          charli         1
## 3190           charli          charli         1
## 3191           charli           hebdo         1
## 3192           charli          remind         1
## 3193           charli              us         1
## 3194           charli              of         1
## 3195           charli          salman         1
## 3196           charli          rushdi         1
## 3197              and          charli         1
## 3198                a          charli         1
## 3199           charli           fatwa         1
## 3200           charli            iran         1
## 3201           charli       norouhani         1
## 3202           charli           franc         1
## 3203           charli           hebdo         1
## 3204            hebdo           hebdo         1
## 3205            hebdo          remind         1
## 3206            hebdo              us         1
## 3207            hebdo              of         1
## 3208            hebdo          salman         1
## 3209            hebdo          rushdi         1
## 3210              and           hebdo         1
## 3211                a           hebdo         1
## 3212            fatwa           hebdo         1
## 3213            hebdo            iran         1
## 3214            hebdo       norouhani         1
## 3215            franc           hebdo         1
## 3216           charli          remind         1
## 3217            hebdo          remind         1
## 3218           remind          remind         1
## 3219           remind              us         1
## 3220               of          remind         1
## 3221           remind          salman         1
## 3222           remind          rushdi         1
## 3223              and          remind         1
## 3224                a          remind         1
## 3225            fatwa          remind         1
## 3226             iran          remind         1
## 3227        norouhani          remind         1
## 3228            franc          remind         1
## 3229           charli              us         1
## 3230            hebdo              us         1
## 3231           remind              us         1
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## 3233               of              us         1
## 3234           salman              us         1
## 3235           rushdi              us         1
## 3236              and              us         1
## 3237                a              us         1
## 3238            fatwa              us         1
## 3239             iran              us         1
## 3240        norouhani              us         1
## 3241            franc              us         1
## 3242           charli              of         1
## 3243            hebdo              of         1
## 3244               of          remind         1
## 3245               of              us         1
## 3246               of              of         1
## 3247               of          salman         1
## 3248               of          rushdi         1
## 3249              and              of         1
## 3250                a              of         1
## 3251            fatwa              of         1
## 3252             iran              of         1
## 3253        norouhani              of         1
## 3254            franc              of         1
## 3255           charli          salman         1
## 3256            hebdo          salman         1
## 3257           remind          salman         1
## 3258           salman              us         1
## 3259               of          salman         1
## 3260           salman          salman         1
## 3261           rushdi          salman         1
## 3262              and          salman         1
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## 3264            fatwa          salman         1
## 3265             iran          salman         1
## 3266        norouhani          salman         1
## 3267            franc          salman         1
## 3268           charli          rushdi         1
## 3269            hebdo          rushdi         1
## 3270           remind          rushdi         1
## 3271           rushdi              us         1
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## 3273           rushdi          salman         1
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## 3276                a          rushdi         1
## 3277            fatwa          rushdi         1
## 3278             iran          rushdi         1
## 3279        norouhani          rushdi         1
## 3280            franc          rushdi         1
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## 3286              and          salman         1
## 3287              and          rushdi         1
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## 3290              and           fatwa         1
## 3291              and            iran         1
## 3292              and       norouhani         1
## 3293              and           franc         1
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## 3295                a           hebdo         1
## 3296                a          remind         1
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## 3300                a          rushdi         1
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## 3304                a            iran         1
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## 3306                a           franc         1
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## 3309            fatwa          remind         1
## 3310            fatwa              us         1
## 3311            fatwa              of         1
## 3312            fatwa          salman         1
## 3313            fatwa          rushdi         1
## 3314              and           fatwa         1
## 3315                a           fatwa         1
## 3316            fatwa           fatwa         1
## 3317            fatwa            iran         1
## 3318            fatwa       norouhani         1
## 3319            fatwa           franc         1
## 3320           charli            iran         1
## 3321            hebdo            iran         1
## 3322             iran          remind         1
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## 3331             iran       norouhani         1
## 3332            franc            iran         1
## 3333           charli       norouhani         1
## 3334            hebdo       norouhani         1
## 3335        norouhani          remind         1
## 3336        norouhani              us         1
## 3337        norouhani              of         1
## 3338        norouhani          salman         1
## 3339        norouhani          rushdi         1
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## 3341                a       norouhani         1
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## 3348            franc          remind         1
## 3349            franc              us         1
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## 3356            franc            iran         1
## 3357            franc       norouhani         1
## 3358            franc           franc         1
## 3359    ilovemuhammad   ilovemuhammad         1
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## 3366             iran            word         1
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## 3405           pictur        thousand         1
## 3406           pictur            word         1
## 3407                i          pictur         1
## 3408               am          pictur         1
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## 3417            march          pictur         1
## 3418             pari          pictur         1
## 3419           pictur           shoot         1
## 3420             iran           worth         1
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## 3422           pictur           worth         1
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## 3425         thousand           worth         1
## 3426             word           worth         1
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## 3430            hebdo           worth         1
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## 3437            march           worth         1
## 3438             pari           worth         1
## 3439            shoot           worth         1
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## 3457                a           march         1
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## 3479            shoot        thousand         1
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## 3483             word           worth         1
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## 3489           charli            word         1
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## 3559           charli           shoot         1
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## 3563            hebdo           worth         1
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## 3565            hebdo        thousand         1
## 3566            hebdo            word         1
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## 3568               am           hebdo         1
## 3569           charli           hebdo         1
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## 3571            hebdo             iam         1
## 3572           charli           hebdo         1
## 3573            hebdo             iam         1
## 3574            hebdo             not         1
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## 3576            hebdo            pari         1
## 3577            hebdo           march         1
## 3578            hebdo            pari         1
## 3579            hebdo           shoot         1
## 3580              iam            iran         1
## 3581                a             iam         1
## 3582              iam          pictur         1
## 3583              iam           worth         1
## 3584                a             iam         1
## 3585              iam        thousand         1
## 3586              iam            word         1
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## 3589           charli             iam         1
## 3590            hebdo             iam         1
## 3591              iam             iam         1
## 3592           charli             iam         1
## 3593              iam             iam         1
## 3594              iam             not         1
## 3595           charli             iam         1
## 3596              iam            pari         1
## 3597              iam           march         1
## 3598              iam            pari         1
## 3599              iam           shoot         1
## 3600           charli            iran         1
## 3601                a          charli         1
## 3602           charli          pictur         1
## 3603           charli           worth         1
## 3604                a          charli         1
## 3605           charli        thousand         1
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## 3611           charli             iam         1
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## 3613           charli             iam         1
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## 3615           charli          charli         1
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## 3617           charli           march         1
## 3618           charli            pari         1
## 3619           charli           shoot         1
## 3620              iam            iran         1
## 3621                a             iam         1
## 3622              iam          pictur         1
## 3623              iam           worth         1
## 3624                a             iam         1
## 3625              iam        thousand         1
## 3626              iam            word         1
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## 3629           charli             iam         1
## 3630            hebdo             iam         1
## 3631              iam             iam         1
## 3632           charli             iam         1
## 3633              iam             iam         1
## 3634              iam             not         1
## 3635           charli             iam         1
## 3636              iam            pari         1
## 3637              iam           march         1
## 3638              iam            pari         1
## 3639              iam           shoot         1
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## 3641                a             not         1
## 3642              not          pictur         1
## 3643              not           worth         1
## 3644                a             not         1
## 3645              not        thousand         1
## 3646              not            word         1
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## 3648               am             not         1
## 3649           charli             not         1
## 3650            hebdo             not         1
## 3651              iam             not         1
## 3652           charli             not         1
## 3653              iam             not         1
## 3654              not             not         1
## 3655           charli             not         1
## 3656              not            pari         1
## 3657            march             not         1
## 3658              not            pari         1
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## 3661                a          charli         1
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## 3663           charli           worth         1
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## 10026           hebdo              in         1
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## 10057  eggplantfriday         instant         1
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## 10071  eggplantfriday          payday         1
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## 10074         instant            loan         1
## 10075            loan          payday         1
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## 10079            loan          prueba         1
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## 10084            dcfc            loan         1
## 10085  eggplantfriday            loan         1
## 10086            loan             los         1
## 10087          cruzad            loan         1
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## 10094            amor          boysof         1
## 10095            amor          zummer         1
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## 10098            amor            dcfc         1
## 10099            amor  eggplantfriday         1
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## 10114               a             los         1
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## 10118            loan          prueba         1
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## 10130          boysof         instant         1
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## 10132          boysof            loan         1
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## 10140          boysof            dcfc         1
## 10141          boysof  eggplantfriday         1
## 10142          boysof             los         1
## 10143          boysof          cruzad         1
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## 10145          payday          zummer         1
## 10146            loan          zummer         1
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## 10149          prueba          zummer         1
## 10150          boysof          zummer         1
## 10151          zummer          zummer         1
## 10152          charli          zummer         1
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## 10154            dcfc          zummer         1
## 10155  eggplantfriday          zummer         1
## 10156             los          zummer         1
## 10157          cruzad          zummer         1
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## 10160          charli            loan         1
## 10161            amor          charli         1
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## 10168          charli            dcfc         1
## 10169          charli  eggplantfriday         1
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## 10184           hebdo             los         1
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## 10186            dcfc         instant         1
## 10187            dcfc          payday         1
## 10188            dcfc            loan         1
## 10189            amor            dcfc         1
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## 10195            dcfc           hebdo         1
## 10196            dcfc            dcfc         1
## 10197            dcfc  eggplantfriday         1
## 10198            dcfc             los         1
## 10199          cruzad            dcfc         1
## 10200  eggplantfriday         instant         1
## 10201  eggplantfriday          payday         1
## 10202  eggplantfriday            loan         1
## 10203            amor  eggplantfriday         1
## 10204               a  eggplantfriday         1
## 10205  eggplantfriday          prueba         1
## 10206          boysof  eggplantfriday         1
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## 10208          charli  eggplantfriday         1
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## 10215             los          payday         1
## 10216            loan             los         1
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## 10219             los          prueba         1
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## 10509              of            that         1
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## 20989         increas             our         1
## 20990           heart         increas         1
## 20991         increas             the         1
## 20992         increas            love         1
## 20993         increas              of         1
## 20994         increas             the         1
## 20995         increas         prophet         1
## 20996         increas         increas         1
## 20997        everyday         increas         1
## 20998        everyday          whatev         1
## 20999        everyday             you         1
## 21000              do        everyday         1
## 21001        everyday         prophat         1
## 21002        everyday        muhammad         1
## 21003        everyday            stay         1
## 21004        everyday              in         1
## 21005        everyday             our         1
## 21006        everyday           heart         1
## 21007        everyday             the         1
## 21008        everyday            love         1
## 21009        everyday              of         1
## 21010        everyday             the         1
## 21011        everyday         prophet         1
## 21012        everyday         increas         1
## 21013        everyday        everyday         1
## 21014            just            just         1
## 21015              in            just         1
## 21016            just              us         1
## 21017          believ            just         1
## 21018            aqap            just         1
## 21019            just           video         1
## 21020           claim            just         1
## 21021            just         respons         1
## 21022             for            just         1
## 21023          charli            just         1
## 21024           hebdo            just         1
## 21025          attack            just         1
## 21026              is            just         1
## 21027         authent            just         1
## 21028            http            just         1
## 21029              in            just         1
## 21030              in              in         1
## 21031              in              us         1
## 21032          believ              in         1
## 21033            aqap              in         1
## 21034              in           video         1
## 21035           claim              in         1
## 21036              in         respons         1
## 21037             for              in         1
## 21038          charli              in         1
## 21039           hebdo              in         1
## 21040          attack              in         1
## 21041              in              is         1
## 21042         authent              in         1
## 21043            http              in         1
## 21044            just              us         1
## 21045              in              us         1
## 21046              us              us         1
## 21047          believ              us         1
## 21048            aqap              us         1
## 21049              us           video         1
## 21050           claim              us         1
## 21051         respons              us         1
## 21052             for              us         1
## 21053          charli              us         1
## 21054           hebdo              us         1
## 21055          attack              us         1
## 21056              is              us         1
## 21057         authent              us         1
## 21058            http              us         1
## 21059          believ            just         1
## 21060          believ              in         1
## 21061          believ              us         1
## 21062          believ          believ         1
## 21063            aqap          believ         1
## 21064          believ           video         1
## 21065          believ           claim         1
## 21066          believ         respons         1
## 21067          believ             for         1
## 21068          believ          charli         1
## 21069          believ           hebdo         1
## 21070          attack          believ         1
## 21071          believ              is         1
## 21072         authent          believ         1
## 21073          believ            http         1
## 21074            aqap            just         1
## 21075            aqap              in         1
## 21076            aqap              us         1
## 21077            aqap          believ         1
## 21078            aqap            aqap         1
## 21079            aqap           video         1
## 21080            aqap           claim         1
## 21081            aqap         respons         1
## 21082            aqap             for         1
## 21083            aqap          charli         1
## 21084            aqap           hebdo         1
## 21085            aqap          attack         1
## 21086            aqap              is         1
## 21087            aqap         authent         1
## 21088            aqap            http         1
## 21089            just           video         1
## 21090              in           video         1
## 21091              us           video         1
## 21092          believ           video         1
## 21093            aqap           video         1
## 21094           video           video         1
## 21095           claim           video         1
## 21096         respons           video         1
## 21097             for           video         1
## 21098          charli           video         1
## 21099           hebdo           video         1
## 21100          attack           video         1
## 21101              is           video         1
## 21102         authent           video         1
## 21103            http           video         1
## 21104           claim            just         1
## 21105           claim              in         1
## 21106           claim              us         1
## 21107          believ           claim         1
## 21108            aqap           claim         1
## 21109           claim           video         1
## 21110           claim           claim         1
## 21111           claim         respons         1
## 21112           claim             for         1
## 21113          charli           claim         1
## 21114           claim           hebdo         1
## 21115          attack           claim         1
## 21116           claim              is         1
## 21117         authent           claim         1
## 21118           claim            http         1
## 21119            just         respons         1
## 21120              in         respons         1
## 21121         respons              us         1
## 21122          believ         respons         1
## 21123            aqap         respons         1
## 21124         respons           video         1
## 21125           claim         respons         1
## 21126         respons         respons         1
## 21127             for         respons         1
## 21128          charli         respons         1
## 21129           hebdo         respons         1
## 21130          attack         respons         1
## 21131              is         respons         1
## 21132         authent         respons         1
## 21133            http         respons         1
## 21134             for            just         1
## 21135             for              in         1
## 21136             for              us         1
## 21137          believ             for         1
## 21138            aqap             for         1
## 21139             for           video         1
## 21140           claim             for         1
## 21141             for         respons         1
## 21142             for             for         1
## 21143          charli             for         1
## 21144             for           hebdo         1
## 21145          attack             for         1
## 21146             for              is         1
## 21147         authent             for         1
## 21148             for            http         1
## 21149          charli            just         1
## 21150          charli              in         1
## 21151          charli              us         1
## 21152          believ          charli         1
## 21153            aqap          charli         1
## 21154          charli           video         1
## 21155          charli           claim         1
## 21156          charli         respons         1
## 21157          charli             for         1
## 21158          charli          charli         1
## 21159          charli           hebdo         1
## 21160          attack          charli         1
## 21161          charli              is         1
## 21162         authent          charli         1
## 21163          charli            http         1
## 21164           hebdo            just         1
## 21165           hebdo              in         1
## 21166           hebdo              us         1
## 21167          believ           hebdo         1
## 21168            aqap           hebdo         1
## 21169           hebdo           video         1
## 21170           claim           hebdo         1
## 21171           hebdo         respons         1
## 21172             for           hebdo         1
## 21173          charli           hebdo         1
## 21174           hebdo           hebdo         1
## 21175          attack           hebdo         1
## 21176           hebdo              is         1
## 21177         authent           hebdo         1
## 21178           hebdo            http         1
## 21179          attack            just         1
## 21180          attack              in         1
## 21181          attack              us         1
## 21182          attack          believ         1
## 21183            aqap          attack         1
## 21184          attack           video         1
## 21185          attack           claim         1
## 21186          attack         respons         1
## 21187          attack             for         1
## 21188          attack          charli         1
## 21189          attack           hebdo         1
## 21190          attack          attack         1
## 21191          attack              is         1
## 21192          attack         authent         1
## 21193          attack            http         1
## 21194              is            just         1
## 21195              in              is         1
## 21196              is              us         1
## 21197          believ              is         1
## 21198            aqap              is         1
## 21199              is           video         1
## 21200           claim              is         1
## 21201              is         respons         1
## 21202             for              is         1
## 21203          charli              is         1
## 21204           hebdo              is         1
## 21205          attack              is         1
## 21206              is              is         1
## 21207         authent              is         1
## 21208            http              is         1
## 21209         authent            just         1
## 21210         authent              in         1
## 21211         authent              us         1
## 21212         authent          believ         1
## 21213            aqap         authent         1
## 21214         authent           video         1
## 21215         authent           claim         1
## 21216         authent         respons         1
## 21217         authent             for         1
## 21218         authent          charli         1
## 21219         authent           hebdo         1
## 21220          attack         authent         1
## 21221         authent              is         1
## 21222         authent         authent         1
## 21223         authent            http         1
## 21224            http            just         1
## 21225            http              in         1
## 21226            http              us         1
## 21227          believ            http         1
## 21228            aqap            http         1
## 21229            http           video         1
## 21230           claim            http         1
## 21231            http         respons         1
## 21232             for            http         1
## 21233          charli            http         1
## 21234           hebdo            http         1
## 21235          attack            http         1
## 21236            http              is         1
## 21237         authent            http         1
## 21238            http            http         1
## 21239         iranian         iranian         1
## 21240         iranian            were         1
## 21241         iranian         prevent         1
## 21242         iranian           ralli         1
## 21243         iranian              to         1
## 21244         iranian         support         1
## 21245          charli         iranian         1
## 21246           hebdo         iranian         1
## 21247             but         iranian         1
## 21248          basiji         iranian         1
## 21249            hold         iranian         1
## 21250         iranian         protest         1
## 21251         against         iranian         1
## 21252         iranian          latest         1
## 21253         iranian            issu         1
## 21254         iranian              of         1
## 21255           hebdo         iranian         1
## 21256            http         iranian         1
## 21257         iranian            were         1
## 21258            were            were         1
## 21259         prevent            were         1
## 21260           ralli            were         1
## 21261              to            were         1
## 21262         support            were         1
## 21263          charli            were         1
## 21264           hebdo            were         1
## 21265             but            were         1
## 21266          basiji            were         1
## 21267            hold            were         1
## 21268         protest            were         1
## 21269         against            were         1
## 21270          latest            were         1
## 21271            issu            were         1
## 21272              of            were         1
## 21273           hebdo            were         1
## 21274            http            were         1
## 21275         iranian         prevent         1
## 21276         prevent            were         1
## 21277         prevent         prevent         1
## 21278         prevent           ralli         1
## 21279         prevent              to         1
## 21280         prevent         support         1
## 21281          charli         prevent         1
## 21282           hebdo         prevent         1
## 21283             but         prevent         1
## 21284          basiji         prevent         1
## 21285            hold         prevent         1
## 21286         prevent         protest         1
## 21287         against         prevent         1
## 21288          latest         prevent         1
## 21289            issu         prevent         1
## 21290              of         prevent         1
## 21291           hebdo         prevent         1
## 21292            http         prevent         1
## 21293         iranian           ralli         1
## 21294           ralli            were         1
## 21295         prevent           ralli         1
## 21296           ralli           ralli         1
## 21297           ralli              to         1
## 21298           ralli         support         1
## 21299          charli           ralli         1
## 21300           hebdo           ralli         1
## 21301             but           ralli         1
## 21302          basiji           ralli         1
## 21303            hold           ralli         1
## 21304         protest           ralli         1
## 21305         against           ralli         1
## 21306          latest           ralli         1
## 21307            issu           ralli         1
## 21308              of           ralli         1
## 21309           hebdo           ralli         1
## 21310            http           ralli         1
## 21311         iranian              to         1
## 21312              to            were         1
## 21313         prevent              to         1
## 21314           ralli              to         1
## 21315              to              to         1
## 21316         support              to         1
## 21317          charli              to         1
## 21318           hebdo              to         1
## 21319             but              to         1
## 21320          basiji              to         1
## 21321            hold              to         1
## 21322         protest              to         1
## 21323         against              to         1
## 21324          latest              to         1
## 21325            issu              to         1
## 21326              of              to         1
## 21327           hebdo              to         1
## 21328            http              to         1
## 21329         iranian         support         1
## 21330         support            were         1
## 21331         prevent         support         1
## 21332           ralli         support         1
## 21333         support              to         1
## 21334         support         support         1
## 21335          charli         support         1
## 21336           hebdo         support         1
## 21337             but         support         1
## 21338          basiji         support         1
## 21339            hold         support         1
## 21340         protest         support         1
## 21341         against         support         1
## 21342          latest         support         1
## 21343            issu         support         1
## 21344              of         support         1
## 21345           hebdo         support         1
## 21346            http         support         1
## 21347          charli         iranian         1
## 21348          charli            were         1
## 21349          charli         prevent         1
## 21350          charli           ralli         1
## 21351          charli              to         1
## 21352          charli         support         1
## 21353          charli          charli         1
## 21354          charli           hebdo         1
## 21355             but          charli         1
## 21356          basiji          charli         1
## 21357          charli            hold         1
## 21358          charli         protest         1
## 21359         against          charli         1
## 21360          charli          latest         1
## 21361          charli            issu         1
## 21362          charli              of         1
## 21363          charli           hebdo         1
## 21364          charli            http         1
## 21365           hebdo         iranian         1
## 21366           hebdo            were         1
## 21367           hebdo         prevent         1
## 21368           hebdo           ralli         1
## 21369           hebdo              to         1
## 21370           hebdo         support         1
## 21371          charli           hebdo         1
## 21372           hebdo           hebdo         1
## 21373             but           hebdo         1
## 21374          basiji           hebdo         1
## 21375           hebdo            hold         1
## 21376           hebdo         protest         1
## 21377         against           hebdo         1
## 21378           hebdo          latest         1
## 21379           hebdo            issu         1
## 21380           hebdo              of         1
## 21381           hebdo           hebdo         1
## 21382           hebdo            http         1
## 21383             but         iranian         1
## 21384             but            were         1
## 21385             but         prevent         1
## 21386             but           ralli         1
## 21387             but              to         1
## 21388             but         support         1
## 21389             but          charli         1
## 21390             but           hebdo         1
## 21391             but             but         1
## 21392          basiji             but         1
## 21393             but            hold         1
## 21394             but         protest         1
## 21395         against             but         1
## 21396             but          latest         1
## 21397             but            issu         1
## 21398             but              of         1
## 21399             but           hebdo         1
## 21400             but            http         1
## 21401          basiji         iranian         1
## 21402          basiji            were         1
## 21403          basiji         prevent         1
## 21404          basiji           ralli         1
## 21405          basiji              to         1
## 21406          basiji         support         1
## 21407          basiji          charli         1
## 21408          basiji           hebdo         1
## 21409          basiji             but         1
## 21410          basiji          basiji         1
## 21411          basiji            hold         1
## 21412          basiji         protest         1
## 21413         against          basiji         1
## 21414          basiji          latest         1
## 21415          basiji            issu         1
## 21416          basiji              of         1
## 21417          basiji           hebdo         1
## 21418          basiji            http         1
## 21419            hold         iranian         1
## 21420            hold            were         1
## 21421            hold         prevent         1
## 21422            hold           ralli         1
## 21423            hold              to         1
## 21424            hold         support         1
## 21425          charli            hold         1
## 21426           hebdo            hold         1
## 21427             but            hold         1
## 21428          basiji            hold         1
## 21429            hold            hold         1
## 21430            hold         protest         1
## 21431         against            hold         1
## 21432            hold          latest         1
## 21433            hold            issu         1
## 21434            hold              of         1
## 21435           hebdo            hold         1
## 21436            hold            http         1
## 21437         iranian         protest         1
## 21438         protest            were         1
## 21439         prevent         protest         1
## 21440         protest           ralli         1
## 21441         protest              to         1
## 21442         protest         support         1
## 21443          charli         protest         1
## 21444           hebdo         protest         1
## 21445             but         protest         1
## 21446          basiji         protest         1
## 21447            hold         protest         1
## 21448         protest         protest         1
## 21449         against         protest         1
## 21450          latest         protest         1
## 21451            issu         protest         1
## 21452              of         protest         1
## 21453           hebdo         protest         1
## 21454            http         protest         1
## 21455         against         iranian         1
## 21456         against            were         1
## 21457         against         prevent         1
## 21458         against           ralli         1
## 21459         against              to         1
## 21460         against         support         1
## 21461         against          charli         1
## 21462         against           hebdo         1
## 21463         against             but         1
## 21464         against          basiji         1
## 21465         against            hold         1
## 21466         against         protest         1
## 21467         against         against         1
## 21468         against          latest         1
## 21469         against            issu         1
## 21470         against              of         1
## 21471         against           hebdo         1
## 21472         against            http         1
## 21473         iranian          latest         1
## 21474          latest            were         1
## 21475          latest         prevent         1
## 21476          latest           ralli         1
## 21477          latest              to         1
## 21478          latest         support         1
## 21479          charli          latest         1
## 21480           hebdo          latest         1
## 21481             but          latest         1
## 21482          basiji          latest         1
## 21483            hold          latest         1
## 21484          latest         protest         1
## 21485         against          latest         1
## 21486          latest          latest         1
## 21487            issu          latest         1
## 21488          latest              of         1
## 21489           hebdo          latest         1
## 21490            http          latest         1
## 21491         iranian            issu         1
## 21492            issu            were         1
## 21493            issu         prevent         1
## 21494            issu           ralli         1
## 21495            issu              to         1
## 21496            issu         support         1
## 21497          charli            issu         1
## 21498           hebdo            issu         1
## 21499             but            issu         1
## 21500          basiji            issu         1
## 21501            hold            issu         1
## 21502            issu         protest         1
## 21503         against            issu         1
## 21504            issu          latest         1
## 21505            issu            issu         1
## 21506            issu              of         1
## 21507           hebdo            issu         1
## 21508            http            issu         1
## 21509         iranian              of         1
## 21510              of            were         1
## 21511              of         prevent         1
## 21512              of           ralli         1
## 21513              of              to         1
## 21514              of         support         1
## 21515          charli              of         1
## 21516           hebdo              of         1
## 21517             but              of         1
## 21518          basiji              of         1
## 21519            hold              of         1
## 21520              of         protest         1
## 21521         against              of         1
## 21522          latest              of         1
## 21523            issu              of         1
## 21524              of              of         1
## 21525           hebdo              of         1
## 21526            http              of         1
## 21527           hebdo         iranian         1
## 21528           hebdo            were         1
## 21529           hebdo         prevent         1
## 21530           hebdo           ralli         1
## 21531           hebdo              to         1
## 21532           hebdo         support         1
## 21533          charli           hebdo         1
## 21534           hebdo           hebdo         1
## 21535             but           hebdo         1
## 21536          basiji           hebdo         1
## 21537           hebdo            hold         1
## 21538           hebdo         protest         1
## 21539         against           hebdo         1
## 21540           hebdo          latest         1
## 21541           hebdo            issu         1
## 21542           hebdo              of         1
## 21543           hebdo           hebdo         1
## 21544           hebdo            http         1
## 21545            http         iranian         1
## 21546            http            were         1
## 21547            http         prevent         1
## 21548            http           ralli         1
## 21549            http              to         1
## 21550            http         support         1
## 21551          charli            http         1
## 21552           hebdo            http         1
## 21553             but            http         1
## 21554          basiji            http         1
## 21555            hold            http         1
## 21556            http         protest         1
## 21557         against            http         1
## 21558            http          latest         1
## 21559            http            issu         1
## 21560            http              of         1
## 21561           hebdo            http         1
## 21562            http            http         1
## 21563              je              je         1
## 21564              je             sui         1
## 21565          charli              je         1
## 21566              je             sui         1
## 21567             sui             sui         1
## 21568          charli             sui         1
## 21569          charli              je         1
## 21570          charli             sui         1
## 21571          charli          charli         1
e1 <- group_by(e, X1, X2)%>%dplyr::summarise(Frequency= sum(Frequency)) %>%
  filter(X1 != X2)
phase_1 <-data.frame(e1)
phase_1<-cbind(phase = 1, phase_1)
names(phase_1)[2]<-paste("Token 1")
names(phase_1)[3]<-paste("Token 2")
phase_1
##      phase         Token 1         Token 2 Frequency
## 1        1               a           about         2
## 2        1               a             afp         2
## 3        1               a           after         8
## 4        1               a             all         6
## 5        1               a              am         4
## 6        1               a            amaz         2
## 7        1               a            amor         2
## 8        1               a             and         4
## 9        1               a           angri         2
## 10       1               a             ani         2
## 11       1               a          apolog         4
## 12       1               a             are         2
## 13       1               a          artist         2
## 14       1               a              at         6
## 15       1               a          attack        10
## 16       1               a               b         2
## 17       1               a         bathili         2
## 18       1               a              be         4
## 19       1               a           becom         2
## 20       1               a            been         4
## 21       1               a          better         2
## 22       1               a             big         2
## 23       1               a          boysof         2
## 24       1               a         brother         4
## 25       1               a              by         4
## 26       1               a               c         2
## 27       1               a          cacher         2
## 28       1               a             can         6
## 29       1               a           carri         2
## 30       1               a            cart         2
## 31       1               a          charli        50
## 32       1               a         citizen         2
## 33       1               a          clanci         2
## 34       1               a          commit         4
## 35       1               a          condit         2
## 36       1               a           could         2
## 37       1               a          courag         6
## 38       1               a          cousin         2
## 39       1               a           cover         4
## 40       1               a           crime         4
## 41       1               a          crimin         4
## 42       1               a          cruzad         2
## 43       1               a            dcfc         2
## 44       1               a           debat         2
## 45       1               a          depict         2
## 46       1               a            dont         4
## 47       1               a          driver         2
## 48       1               a               e         2
## 49       1               a  eggplantfriday         2
## 50       1               a           emerg         2
## 51       1               a         english         2
## 52       1               a            even         2
## 53       1               a           event         2
## 54       1               a           fatwa         2
## 55       1               a             for        10
## 56       1               a           franc         6
## 57       1               a         francoi         2
## 58       1               a          french         2
## 59       1               a          friend         4
## 60       1               a            from         4
## 61       1               a           funer         2
## 62       1               a               g         2
## 63       1               a             has         4
## 64       1               a            have         4
## 65       1               a              he         6
## 66       1               a            heat         2
## 67       1               a           hebdo        42
## 68       1               a            held         2
## 69       1               a             hes         4
## 70       1               a             his         4
## 71       1               a         holland         2
## 72       1               a             how         2
## 73       1               a              ht         4
## 74       1               a           hyper         2
## 75       1               a               i         6
## 76       1               a             iam         8
## 77       1               a            idea         2
## 78       1               a              if         6
## 79       1               a            imag         2
## 80       1               a              in        12
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## 1312     1          attack            with         2
## 1313     1          attack             you         6
## 1314     1          attend             ban         2
## 1315     1          attend          charli         4
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## 1318     1          attend              in         2
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## 1321     1          attend            pari         2
## 1322     1          attend          presid         2
## 1323     1          attend           ralli         2
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## 1325     1          attend             sui         2
## 1326     1          attend           three         2
## 1327     1          attent            boko         2
## 1328     1          attent            care         2
## 1329     1          attent          charli         2
## 1330     1          attent           could         2
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## 1332     1          attent          happen         2
## 1333     1          attent           haram         2
## 1334     1          attent           hebdo         2
## 1335     1          attent             htt         2
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## 1349     1         authent           claim         2
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## 1351     1         authent           hebdo         2
## 1352     1         authent            http         2
## 1353     1         authent              in         2
## 1354     1         authent              is         2
## 1355     1         authent            just         2
## 1356     1         authent         respons         2
## 1357     1         authent              us         2
## 1358     1         authent           video         2
## 1359     1           award            dure         4
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## 1363     1           award             hid         4
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## 1365     1           award          malian         4
## 1366     1           award          muslim         2
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## 1370     1           award           peopl         4
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## 1381     1            away             the         2
## 1382     1            away           theft         2
## 1383     1            away            with         2
## 1384     1            away            year         2
## 1385     1            away         zionist         2
## 1386     1               b          charli         2
## 1387     1               b          condit         2
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## 1391     1               b               i         2
## 1392     1               b              in         4
## 1393     1               b               k         2
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## 1395     1               b        pakistan         2
## 1396     1               b      photograph         2
## 1397     1               b         protest         2
## 1398     1               b               r         2
## 1399     1               b         serious         2
## 1400     1               b            shot         2
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## 1402     1            back          charli         2
## 1403     1            back           fight         2
## 1404     1            back              je         2
## 1405     1            back             sui         2
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## 1407     1             ban             day         2
## 1408     1             ban           hebdo         2
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## 1414     1             ban           ralli         2
## 1415     1             ban           seneg         2
## 1416     1             ban             sui         2
## 1417     1             ban           three         2
## 1418     1          barbar              by         4
## 1419     1          barbar         cartoon         2
## 1420     1          barbar          charli         2
## 1421     1          barbar          enough         2
## 1422     1          barbar           hebdo         2
## 1423     1          barbar            mani         2
## 1424     1          barbar          muslim         4
## 1425     1          barbar             not         2
## 1426     1          barbar          offend         4
## 1427     1          barbar          terror         2
## 1428     1          barbar           there         2
## 1429     1          barbar             too         2
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## 1431     1          basiji          charli         2
## 1432     1          basiji           hebdo         4
## 1433     1          basiji            hold         2
## 1434     1          basiji            http         2
## 1435     1          basiji         iranian         2
## 1436     1          basiji            issu         2
## 1437     1          basiji          latest         2
## 1438     1          basiji              of         2
## 1439     1          basiji         prevent         2
## 1440     1          basiji         protest         2
## 1441     1          basiji           ralli         2
## 1442     1          basiji         support         2
## 1443     1          basiji              to         2
## 1444     1          basiji            were         2
## 1445     1         bathili           becom         2
## 1446     1         bathili          cacher         2
## 1447     1         bathili          charli         2
## 1448     1         bathili         citizen         2
## 1449     1         bathili          courag         2
## 1450     1         bathili             for         2
## 1451     1         bathili          french         2
## 1452     1         bathili           hebdo         2
## 1453     1         bathili             his         2
## 1454     1         bathili           hyper         2
## 1455     1         bathili         lassana         2
## 1456     1         bathili            next         2
## 1457     1         bathili           store         2
## 1458     1         bathili         tuesday         2
## 1459     1         bathili            will         2
## 1460     1           bbcqt           catch         2
## 1461     1           bbcqt          charli         2
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## 1467     1           bbcqt             our         2
## 1468     1           bbcqt         retweet         2
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## 1470     1           bbcqt             was         2
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## 1473     1             bbs            call         2
## 1474     1             bbs           callu         2
## 1475     1             bbs           clear         2
## 1476     1             bbs              da         2
## 1477     1             bbs             dat         2
## 1478     1             bbs            dont         2
## 1479     1             bbs          french         2
## 1480     1             bbs               i         4
## 1481     1             bbs             lol         2
## 1482     1             bbs              so         2
## 1483     1             bbs         teensya         2
## 1484     1             bbs           uknow         2
## 1485     1             bbs              ur         2
## 1486     1             bbs            were         2
## 1487     1             bbs      withbonjou         2
## 1488     1             bbs             you         2
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## 1490     1              be              by         4
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## 1541     1          becaus         garaudi         2
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## 1544     1          becaus           roger         2
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## 1546     1          becaus           trial         2
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## 1552     1           becom          french         2
## 1553     1           becom           hebdo         2
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## 1555     1           becom           hyper         2
## 1556     1           becom         lassana         2
## 1557     1           becom            next         2
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## 1609     1          belief          entitl         2
## 1610     1          belief         freedom        10
## 1611     1          belief    ilovemuhamma         4
## 1612     1          belief          insult         6
## 1613     1          belief            mean         4
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## 1615     1          belief              of         8
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## 1617     1          belief             ppl         8
## 1618     1          belief           press         2
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## 1620     1          belief               s         4
## 1621     1          belief            that         4
## 1622     1          belief             the        16
## 1623     1          belief              to         2
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## 1626     1          believ           claim         2
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## 1633     1          believ         respons         2
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## 1635     1          believ           video         2
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## 1662     1        blasphem             etc         2
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## 1667     1        blasphem              lo         2
## 1668     1        blasphem             mqm         2
## 1669     1        blasphem           other         2
## 1670     1        blasphem           pleas         2
## 1671     1        blasphem            pmln         2
## 1672     1        blasphem         protest         2
## 1673     1        blasphem             pti         2
## 1674     1        blasphem         support         2
## 1675     1        blasphem            work         2
## 1676     1            boko            care         2
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## 1679     1            boko             got         2
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## 1682     1            boko           hebdo         2
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## 1704     1       boundless            pope         2
## 1705     1       boundless        religion         2
## 1706     1       boundless            when         2
## 1707     1          boysof          charli         2
## 1708     1          boysof          cruzad         2
## 1709     1          boysof            dcfc         2
## 1710     1          boysof  eggplantfriday         2
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## 1712     1          boysof         instant         2
## 1713     1          boysof            loan         2
## 1714     1          boysof             los         2
## 1715     1          boysof          payday         2
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## 1727     1           break        religion         2
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## 1730     1           broke         cartoon         4
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## 1736     1           broke             one         8
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## 1742     1         brother            kill         4
## 1743     1         brother          muslim         8
## 1744     1         brother              my         4
## 1745     1         brother           peopl         4
## 1746     1         brother         pretend         4
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## 1749     1         brother             who         4
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## 1751     1            burn           cover         2
## 1752     1            burn            flag         2
## 1753     1            burn          french         2
## 1754     1            burn           hebdo         2
## 1755     1            burn           mount         2
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## 1757     1            burn            over         2
## 1758     1            burn     palestinian         2
## 1759     1            burn           templ         2
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## 1761     1            burn           watch         2
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## 1768     1             but            hold         2
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## 1770     1             but              in         4
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## 1778     1             but              on         4
## 1779     1             but              op         4
## 1780     1             but            pari         4
## 1781     1             but           photo         4
## 1782     1             but         prevent         2
## 1783     1             but         protest         2
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## 1785     1             but            seem         2
## 1786     1             but          street         4
## 1787     1             but         support         2
## 1788     1             but              to         2
## 1789     1             but            were         2
## 1790     1             but           world         4
## 1791     1              by         cartoon        10
## 1792     1              by          charli        12
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## 1799     1              by              he         4
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## 1801     1              by             his         8
## 1802     1              by   ilovemuhammad         2
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## 1806     1              by           moham         2
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## 1808     1              by              my         6
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## 1811     1              by          offend         8
## 1812     1              by             one         8
## 1813     1              by     oscarworthi         2
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## 1846     1               c             jim         2
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## 1881     1          cacher         respect         2
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## 1885     1          cacher             the         2
## 1886     1          cacher         tuesday         2
## 1887     1          cacher          victim         2
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## 2019     1           carri           would         2
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## 2236     1          charli   ilovemuhammad         2
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## 2554     1           clear             you         2
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## 2556     1         cofound           hebdo         2
## 2557     1         cofound           moham         2
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## 2559     1         cofound            went         2
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## 2561     1        colleagu          french         2
## 2562     1        colleagu           hebdo         2
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## 2564     1        colleagu              my         2
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## 2567     1        colleagu           their         2
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## 2585     1            come             you         2
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## 2924     1          defeat           islam         2
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## 3040     1             doe           other         2
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## 3051     1            dont          friend         2
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## 3058     1            dont            need         2
## 3059     1            dont              no         2
## 3060     1            dont            pari         2
## 3061     1            dont              so         2
## 3062     1            dont         teensya         2
## 3063     1            dont             the         2
## 3064     1            dont              to         4
## 3065     1            dont           uknow         2
## 3066     1            dont              ur         2
## 3067     1            dont            were         2
## 3068     1            dont      withbonjou         2
## 3069     1            dont             you         4
## 3070     1           doubl         freedom         2
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## 3079     1           doubl        standard         2
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## 3081     1           doubl         western         2
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## 3085     1            down            hero         2
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## 3088     1            down            must         2
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## 3095     1            down             you         2
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## 3100     1          driver             man         2
## 3101     1          driver             met         2
## 3102     1          driver        muhammad         4
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## 3104     1          driver            pbuh         2
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## 3117     1            dure          malian         4
## 3118     1            dure          muslim         2
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## 3122     1            dure           peopl         4
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## 3140     1               e      photograph         2
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## 3150     1               e        teaparti         2
## 3151     1               e           think         2
## 3152     1           earth             god         2
## 3153     1           earth   ilovemuhammad         2
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## 3155     1           earth              my         2
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## 3163     1           earth             you         2
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## 3167     1            edit     oscarworthi         2
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## 3180     1  eggplantfriday            loan         2
## 3181     1  eggplantfriday             los         2
## 3182     1  eggplantfriday          payday         2
## 3183     1  eggplantfriday          prueba         2
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## 3205     1           empti           photo         4
## 3206     1           empti            seem         2
## 3207     1           empti          street         4
## 3208     1           empti           world         4
## 3209     1           enemi           jesus         2
## 3210     1           enemi            love         2
## 3211     1           enemi             say         2
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## 3214     1         english              ht         2
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## 3217     1         english             met         2
## 3218     1         english        muhammad         4
## 3219     1         english            pari         2
## 3220     1         english            pbuh         2
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## 3222     1         english            said         2
## 3223     1         english           stori         2
## 3224     1         english            taxi         2
## 3225     1         english            this         2
## 3226     1         english            what         2
## 3227     1         english             who         4
## 3228     1          enough           hebdo         2
## 3229     1          enough            mani         2
## 3230     1          enough          muslim         4
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## 3232     1          enough          offend         4
## 3233     1          enough          terror         2
## 3234     1          enough           there         2
## 3235     1          enough             too         2
## 3236     1          entitl         freedom         2
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## 3240     1          entitl           other         2
## 3241     1          entitl           press         2
## 3242     1          entitl             the         4
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## 3247     1             etc            juif         2
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## 3249     1             etc             mqm         2
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## 3252     1             etc            pmln         2
## 3253     1             etc         protest         2
## 3254     1             etc             pti         2
## 3255     1             etc         support         2
## 3256     1             etc            work         2
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## 3258     1            even            have         2
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## 3261     1            even              je         2
## 3262     1            even            mayb         2
## 3263     1            even            more         2
## 3264     1            even            nobl         2
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## 3304     1        everyday            love         2
## 3305     1        everyday        muhammad         2
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## 3307     1        everyday             our         2
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## 3309     1        everyday         prophet         2
## 3310     1        everyday            stay         2
## 3311     1        everyday             the         4
## 3312     1        everyday          whatev         2
## 3313     1        everyday             you         2
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## 3334     1       extremist               s         4
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## 3380     1          famili         tonight         2
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## 3384     1          famili            with         2
## 3385     1             far           hebdo         2
## 3386     1             far           moham         2
## 3387     1             far             too         2
## 3388     1             far            went         2
## 3389     1          father               i         4
## 3390     1          father   ilovemuhammad         2
## 3391     1          father            love         4
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## 3393     1          father          mother         2
## 3394     1          father        muhammad         2
## 3395     1          father              my         4
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## 3403     1           fatwa          remind         2
## 3404     1           fatwa          rushdi         2
## 3405     1           fatwa          salman         2
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## 3408     1        feminist              je         2
## 3409     1        feminist          leader         2
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## 3415     1        feminist            pari         4
## 3416     1        feminist       photoshop         2
## 3417     1        feminist             sui         2
## 3418     1        feminist           world         2
## 3419     1           fight              je         2
## 3420     1           fight             sui         2
## 3421     1          finger             for         4
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## 3424     1          finger             one         8
## 3425     1          finger            they         4
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## 3551     1           franc          salman         2
## 3552     1           franc           shown         2
## 3553     1           franc         solidar         2
## 3554     1           franc             sui         4
## 3555     1           franc         suspect         2
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## 3571     1         francoi          reborn         2
## 3572     1         francoi             say         2
## 3573     1         francoi             the         2
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## 3608     1         freedom               s         4
## 3609     1         freedom         serious         2
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## 3611     1         freedom          speech         4
## 3612     1         freedom        standard         2
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## 3614     1         freedom            talk         2
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## 3618     1         freedom               u         4
## 3619     1         freedom         western         2
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## 3621     1         freedom            with         2
## 3622     1         freedom            your         2
## 3623     1 freedomofspeech           hebdo         2
## 3624     1 freedomofspeech    ilovemuhamma         2
## 3625     1 freedomofspeech           islam         2
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## 3627     1 freedomofspeech             our         2
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## 3629     1 freedomofspeech           video         2
## 3630     1 freedomofspeech           watch         2
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## 3641     1          french         karachi         2
## 3642     1          french         lassana         2
## 3643     1          french             lol         2
## 3644     1          french            love         2
## 3645     1          french          malian         4
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## 3647     1          french          muslim         2
## 3648     1          french              my         2
## 3649     1          french          nation         4
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## 3657     1          french            pari         4
## 3658     1          french           peopl         4
## 3659     1          french         protest         2
## 3660     1          french           sleep         2
## 3661     1          french              so         2
## 3662     1          french           store         2
## 3663     1          french     supermarket         4
## 3664     1          french         teensya         2
## 3665     1          french           templ         2
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## 3713     1            from            pari         4
## 3714     1            from           peopl         4
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## 3718     1            from         solidar         2
## 3719     1            from     supermarket         4
## 3720     1            from             the         4
## 3721     1            from              to         2
## 3722     1            from         tragedi         2
## 3723     1            from           tweet         2
## 3724     1            from         twitter         2
## 3725     1            from              we         2
## 3726     1            from             who         4
## 3727     1            from            wipe         2
## 3728     1            from            year         2
## 3729     1       fundament           hebdo         2
## 3730     1       fundament            iran         2
## 3731     1       fundament           islam         2
## 3732     1       fundament       norouhani         2
## 3733     1       fundament          polici         2
## 3734     1       fundament           right         2
## 3735     1       fundament             the         2
## 3736     1       fundament              to         2
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## 3738     1           funer            held         2
## 3739     1           funer             his         2
## 3740     1           funer            idea         2
## 3741     1           funer            kill         2
## 3742     1           funer             man         2
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## 3766     1               g             sui         2
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## 3773     1         garaudi             the         2
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## 3779     1             get              of         2
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## 3784     1             get            year         2
## 3785     1             get         zionist         2
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## 3812     1             god            said         2
## 3813     1             god            show         4
## 3814     1             god           those         2
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## 3816     1             god            will         2
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## 4090     1           hebdo              in        24
## 4091     1           hebdo           injur         2
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## 4122     1           hebdo             lot         2
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## 4125     1           hebdo            make         4
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## 4134     1           hebdo            more        12
## 4135     1           hebdo            most         2
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## 4139     1           hebdo          muslim        20
## 4140     1           hebdo              my        10
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## 4172     1           hebdo            peac         2
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## 4174     1           hebdo           peopl         4
## 4175     1           hebdo           photo         4
## 4176     1           hebdo      photograph         2
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## 4188     1           hebdo         protest        12
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## 4190     1           hebdo             pti         2
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## 4273     1           hebdo            want         2
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## 5385     1            like             whi         2
## 5386     1           littl         magazin         2
## 5387     1           littl            make         2
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## 5391     1           littl            show         2
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## 5429     1          longer            your         2
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## 5436     1             los          prueba         2
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## 5459     1            love           their         2
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## 5465     1            love            your         2
## 5466     1         magazin            make         2
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## 5485     1            make             one         2
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## 5487     1            make            show         2
## 5488     1            make           still         2
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## 5845     1              nd         perform         2
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## 5874     1            need             you         2
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## 5879     1         newspap             sui         2
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## 5887     1         nigeria             pas         2
## 5888     1         nigeria           pleas         2
## 5889     1         nigeria             sui         2
## 5890     1        nightmar         prophet         2
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## 5892     1        nightmar          wonder         4
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## 5904     1              no           stump         2
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## 6163     1             one         twitter         2
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## 6271     1            pari       photoshop         4
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## 6288     1            pari     supermarket         4
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## 6295     1            pari           think         2
## 6296     1            pari            this         2
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## 6311     1             pas          speech         2
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## 6313     1             pas            with         2
## 6314     1             pas            your         2
## 6315     1          payday          prueba         2
## 6316     1          payday          zummer         2
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## 6323     1            pbuh             who         4
## 6324     1            peac        religion         2
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## 6332     1            peac           think         2
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## 6335     1          pencil         respond         2
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## 6337     1          pencil           their         2
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## 6339     1          pencil            with         2
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## 6344     1           peopl             who         8
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## 6346     1         perform            word         2
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## 6348     1          person            this         2
## 6349     1          person            time         2
## 6350     1           photo            seem         2
## 6351     1           photo          street         4
## 6352     1           photo           world         4
## 6353     1      photograph         protest         2
## 6354     1      photograph               r         2
## 6355     1      photograph         serious         2
## 6356     1      photograph            shot         2
## 6357     1       photoshop             sui         2
## 6358     1       photoshop           world         2
## 6359     1             pic             plz         2
## 6360     1             pic            this         2
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## 6363     1          pictur           shoot         2
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## 6366     1          pictur        thousand         2
## 6367     1          pictur            word         2
## 6368     1          pictur           worth         2
## 6369     1          pictur          writer         2
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## 6384     1            pmln         support         2
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## 6389     1            pope           react         2
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## 6394     1            pope              to         2
## 6395     1            pope         violenc         2
## 6396     1            pope            when         2
## 6397     1            pope            with         2
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## 6399     1         popular             the         2
## 6400     1         popular           tweet         2
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## 6402     1             ppl         respect         4
## 6403     1             ppl               s         4
## 6404     1             ppl            that         4
## 6405     1             ppl             the        12
## 6406     1             ppl               u         4
## 6407     1            pres           radic         2
## 6408     1            pres         retweet         2
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## 6417     1          presid           seneg         2
## 6418     1          presid             sui         2
## 6419     1          presid           three         2
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## 6424     1         pretend             who         4
## 6425     1         prevent         protest         2
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## 6429     1         prevent            were         2
## 6430     1         prophat         prophet         2
## 6431     1         prophat            stay         2
## 6432     1         prophat             the         4
## 6433     1         prophat          whatev         2
## 6434     1         prophat             you         2
## 6435     1         prophet            read         2
## 6436     1         prophet            said         2
## 6437     1         prophet            show         6
## 6438     1         prophet            sign         2
## 6439     1         prophet            stay         2
## 6440     1         prophet           still         2
## 6441     1         prophet         success         2
## 6442     1         prophet            than         2
## 6443     1         prophet            that         4
## 6444     1         prophet             the        14
## 6445     1         prophet           those         2
## 6446     1         prophet              to         6
## 6447     1         prophet          whatev         2
## 6448     1         prophet             who         4
## 6449     1         prophet            will         2
## 6450     1         prophet            with         2
## 6451     1         prophet          wonder         4
## 6452     1         prophet           would         2
## 6453     1         prophet             you         4
## 6454     1         prophet            your         4
## 6455     1         protest             pti         2
## 6456     1         protest               r         2
## 6457     1         protest           ralli         2
## 6458     1         protest         serious         2
## 6459     1         protest            shot         2
## 6460     1         protest         support         4
## 6461     1         protest              to         2
## 6462     1         protest         violent         2
## 6463     1         protest            were         2
## 6464     1         protest            work         2
## 6465     1          prueba          zummer         2
## 6466     1             pti         support         2
## 6467     1             pti            work         2
## 6468     1           quran           shikh         2
## 6469     1               r            rose         4
## 6470     1               r         serious         2
## 6471     1               r            shot         2
## 6472     1               r             sui         4
## 6473     1               r               w         4
## 6474     1               r             war         4
## 6475     1               r              we         4
## 6476     1           radic         retweet         2
## 6477     1           radic          should         2
## 6478     1           radic            term         2
## 6479     1           radic           think         2
## 6480     1           radic            this         2
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## 6482     1           radic             use         2
## 6483     1           radic           video         2
## 6484     1           radic           watch         2
## 6485     1           radic             you         2
## 6486     1           ralli           seneg         2
## 6487     1           ralli             sui         2
## 6488     1           ralli         support         2
## 6489     1           ralli           three         2
## 6490     1           ralli              to         2
## 6491     1           ralli            were         2
## 6492     1           react             say         2
## 6493     1           react          speech         2
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## 6497     1           react            with         2
## 6498     1            read         respons         2
## 6499     1            read            said         2
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## 6503     1            read            taxi         2
## 6504     1            read            that         2
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## 6506     1            read            this         2
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## 6508     1            read           trend         2
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## 6510     1            read             who         6
## 6511     1            read            word         2
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## 6513     1          reborn             say         2
## 6514     1          reborn             the         2
## 6515     1          reborn            week         2
## 6516     1          recent           shown         2
## 6517     1          recent         solidar         2
## 6518     1          recent         suspect         2
## 6519     1          recent           tangl         2
## 6520     1          recent          terror         2
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## 6522     1          recent              to         2
## 6523     1          recent         tragedi         2
## 6524     1          recent              we         2
## 6525     1          recent             web         2
## 6526     1          refuge          syrian         4
## 6527     1          refuge            will         4
## 6528     1          refuge            zero         4
## 6529     1        religion             the         2
## 6530     1        religion            when         2
## 6531     1          remind          rushdi         2
## 6532     1          remind          salman         2
## 6533     1          remind              us         2
## 6534     1          report             sui         2
## 6535     1          report              to         4
## 6536     1          report            want         2
## 6537     1          resign           tweet         2
## 6538     1          resign         twitter         2
## 6539     1          resign            wipe         2
## 6540     1          resign            year         2
## 6541     1         respect               s         2
## 6542     1         respect       senseless         2
## 6543     1         respect          terror         2
## 6544     1         respect            that         2
## 6545     1         respect             the         8
## 6546     1         respect               u         2
## 6547     1         respect          victim         2
## 6548     1         respect            week         2
## 6549     1         respond       rotterdam         2
## 6550     1         respond             the         6
## 6551     1         respond           their         2
## 6552     1         respond              to         4
## 6553     1         respond            with         2
## 6554     1         respons           still         2
## 6555     1         respons             the         2
## 6556     1         respons              to         2
## 6557     1         respons           trend         2
## 6558     1         respons              us         2
## 6559     1         respons           video         2
## 6560     1         respons             who         2
## 6561     1         retweet          should         2
## 6562     1         retweet            term         2
## 6563     1         retweet           think         2
## 6564     1         retweet            this         2
## 6565     1         retweet              to         2
## 6566     1         retweet              up         2
## 6567     1         retweet             use         2
## 6568     1         retweet             was         2
## 6569     1         retweet             you         2
## 6570     1         ridicul           right         2
## 6571     1         ridicul              so         2
## 6572     1         ridicul             the         2
## 6573     1         ridicul              to         2
## 6574     1           right              so         2
## 6575     1           right             the         4
## 6576     1           right              to         4
## 6577     1           roger             the         2
## 6578     1           roger           trial         2
## 6579     1            rose             sui         2
## 6580     1            rose               w         2
## 6581     1            rose             war         2
## 6582     1            rose              we         2
## 6583     1       rotterdam             the         4
## 6584     1       rotterdam              to         2
## 6585     1          rushdi          salman         2
## 6586     1          rushdi              us         2
## 6587     1               s            that         4
## 6588     1               s             the         8
## 6589     1               s          tortur         2
## 6590     1               s               u         2
## 6591     1               s              us         2
## 6592     1               s             via         4
## 6593     1               s             war         2
## 6594     1               s            what         2
## 6595     1            said            show         4
## 6596     1            said           stori         4
## 6597     1            said            taxi         2
## 6598     1            said       terrorist         2
## 6599     1            said             the         2
## 6600     1            said            this         2
## 6601     1            said           those         2
## 6602     1            said              to         4
## 6603     1            said            what         2
## 6604     1            said             who         4
## 6605     1            said            will         2
## 6606     1            said             you         4
## 6607     1          salman              us         2
## 6608     1             say         sometim         2
## 6609     1             say          speech         2
## 6610     1             say             sui         2
## 6611     1             say            than         2
## 6612     1             say             the         2
## 6613     1             say              to         2
## 6614     1             say         violenc         2
## 6615     1             say            week         2
## 6616     1             say            with         2
## 6617     1             say          writer         2
## 6618     1             say            your         2
## 6619     1            seem          street         2
## 6620     1            seem            than         2
## 6621     1            seem            that         2
## 6622     1            seem              to         2
## 6623     1            seem              us         2
## 6624     1            seem         violenc         2
## 6625     1            seem              we         2
## 6626     1            seem             whi         2
## 6627     1            seem           world         2
## 6628     1           seneg             sui         2
## 6629     1           seneg           three         2
## 6630     1       senseless          terror         2
## 6631     1       senseless             the         2
## 6632     1       senseless          victim         2
## 6633     1       senseless            week         2
## 6634     1            sent           thank         2
## 6635     1            sent              to         2
## 6636     1            sent        translat         2
## 6637     1            sent             you         2
## 6638     1         serious            shot         2
## 6639     1         serious              so         2
## 6640     1         serious          speech         2
## 6641     1         serious        standard         2
## 6642     1         serious            talk         2
## 6643     1         serious         western         2
## 6644     1          sharia           still         2
## 6645     1          sharia             sui         2
## 6646     1          sharia               t         2
## 6647     1          sharia            tcot         2
## 6648     1          sharia        teaparti         2
## 6649     1          sharia           think         2
## 6650     1           shoot        thousand         2
## 6651     1           shoot            word         2
## 6652     1           shoot           worth         2
## 6653     1          should            term         2
## 6654     1          should           think         2
## 6655     1          should            this         2
## 6656     1          should              to         2
## 6657     1          should             use         2
## 6658     1          should             you         2
## 6659     1            show           still         2
## 6660     1            show         success         2
## 6661     1            show            that         2
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## 6663     1            show           those         4
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## 6665     1            show            will         4
## 6666     1            show            with         2
## 6667     1            show             you         4
## 6668     1           shown         solidar         2
## 6669     1           shown             the         4
## 6670     1           shown              to         2
## 6671     1           shown         tragedi         2
## 6672     1           shown              we         2
## 6673     1            sign            that         2
## 6674     1            sign             the         4
## 6675     1            sign              to         2
## 6676     1            sign           would         2
## 6677     1           sleep           their         2
## 6678     1           sleep         thought         2
## 6679     1           sleep         tonight         2
## 6680     1           sleep            with         2
## 6681     1              so          speech         2
## 6682     1              so        standard         2
## 6683     1              so            talk         2
## 6684     1              so         teensya         2
## 6685     1              so             the         2
## 6686     1              so              to         2
## 6687     1              so           uknow         2
## 6688     1              so              ur         2
## 6689     1              so            were         2
## 6690     1              so         western         2
## 6691     1              so      withbonjou         2
## 6692     1              so             you         2
## 6693     1         solidar             the         4
## 6694     1         solidar              to         2
## 6695     1         solidar         tragedi         2
## 6696     1         solidar              we         2
## 6697     1         sometim           stump         2
## 6698     1         sometim            than         2
## 6699     1         sometim           think         2
## 6700     1         sometim              to         2
## 6701     1         sometim             was         2
## 6702     1         sometim             who         2
## 6703     1         sometim          writer         2
## 6704     1         sometim            year         2
## 6705     1         sometim            your         2
## 6706     1          speech        standard         2
## 6707     1          speech             sui         4
## 6708     1          speech            talk         2
## 6709     1          speech              to         2
## 6710     1          speech         violenc         2
## 6711     1          speech         western         2
## 6712     1          speech            with         4
## 6713     1          speech            your         2
## 6714     1           stand            them         2
## 6715     1           stand             whi         2
## 6716     1           stand            with         2
## 6717     1        standard            talk         2
## 6718     1        standard         western         2
## 6719     1            stay             the         4
## 6720     1            stay          whatev         2
## 6721     1            stay             you         2
## 6722     1           still         success         2
## 6723     1           still             sui         2
## 6724     1           still               t         2
## 6725     1           still            tcot         2
## 6726     1           still        teaparti         2
## 6727     1           still            that         2
## 6728     1           still             the         6
## 6729     1           still           think         2
## 6730     1           still              to         2
## 6731     1           still           trend         2
## 6732     1           still             who         2
## 6733     1           still            with         2
## 6734     1           store         tuesday         2
## 6735     1           store            will         2
## 6736     1           stori            taxi         2
## 6737     1           stori       terrorist         2
## 6738     1           stori             the         2
## 6739     1           stori            this         2
## 6740     1           stori            what         2
## 6741     1           stori             who         4
## 6742     1           stori             you         2
## 6743     1          street           world         4
## 6744     1           stump           think         2
## 6745     1           stump              to         2
## 6746     1           stump             was         2
## 6747     1           stump             who         2
## 6748     1           stump            year         2
## 6749     1           stump            your         2
## 6750     1         success            that         2
## 6751     1         success             the         4
## 6752     1         success            with         2
## 6753     1             sui               t         2
## 6754     1             sui            tcot         2
## 6755     1             sui        teaparti         2
## 6756     1             sui          terror         2
## 6757     1             sui            that         2
## 6758     1             sui             the         2
## 6759     1             sui           think         2
## 6760     1             sui            this         2
## 6761     1             sui           three         2
## 6762     1             sui            time         2
## 6763     1             sui              to         6
## 6764     1             sui           tweet         2
## 6765     1             sui         violenc         2
## 6766     1             sui               w         2
## 6767     1             sui            want         2
## 6768     1             sui             war         2
## 6769     1             sui             was         2
## 6770     1             sui              we         2
## 6771     1             sui             whi         2
## 6772     1             sui            with         4
## 6773     1             sui           world         2
## 6774     1             sui             you         2
## 6775     1             sui            your         2
## 6776     1     supermarket             who         4
## 6777     1         support              to         2
## 6778     1         support            were         2
## 6779     1         support            work         2
## 6780     1         suspect           tangl         2
## 6781     1         suspect          terror         2
## 6782     1         suspect             the         2
## 6783     1         suspect             web         2
## 6784     1          syrian            will         2
## 6785     1          syrian            zero         2
## 6786     1               t            tcot         2
## 6787     1               t        teaparti         2
## 6788     1               t           think         2
## 6789     1            talk         western         2
## 6790     1           tangl          terror         2
## 6791     1           tangl             the         2
## 6792     1           tangl             web         2
## 6793     1            taxi            this         2
## 6794     1            taxi            what         2
## 6795     1            taxi             who         4
## 6796     1            tcot        teaparti         2
## 6797     1            tcot           think         2
## 6798     1        teaparti           think         2
## 6799     1         teensya           uknow         2
## 6800     1         teensya              ur         2
## 6801     1         teensya            were         2
## 6802     1         teensya      withbonjou         2
## 6803     1         teensya             you         2
## 6804     1           templ             the         4
## 6805     1           templ           watch         2
## 6806     1            term           think         2
## 6807     1            term            this         2
## 6808     1            term              to         2
## 6809     1            term             use         2
## 6810     1            term             you         2
## 6811     1          terror            that         2
## 6812     1          terror             the         4
## 6813     1          terror           there         2
## 6814     1          terror             too         2
## 6815     1          terror          victim         2
## 6816     1          terror             web         2
## 6817     1          terror            week         2
## 6818     1          terror             you         2
## 6819     1       terrorist             the         2
## 6820     1       terrorist             you         2
## 6821     1            than            that         2
## 6822     1            than              to         2
## 6823     1            than              us         2
## 6824     1            than         violenc         2
## 6825     1            than              we         2
## 6826     1            than             whi         2
## 6827     1            than          writer         2
## 6828     1           thank              to         2
## 6829     1           thank        translat         2
## 6830     1           thank             you         2
## 6831     1            that             the        16
## 6832     1            that              to         4
## 6833     1            that          tortur         2
## 6834     1            that               u         2
## 6835     1            that              us         4
## 6836     1            that         violenc         2
## 6837     1            that             war         2
## 6838     1            that              we         2
## 6839     1            that            what         2
## 6840     1            that             whi         2
## 6841     1            that            with         2
## 6842     1            that           would         2
## 6843     1            that             you         2
## 6844     1             the           theft         2
## 6845     1             the           their         2
## 6846     1             the              to        28
## 6847     1             the           topic         2
## 6848     1             the          tortur         2
## 6849     1             the         tragedi         4
## 6850     1             the           trend         2
## 6851     1             the           trial         2
## 6852     1             the           tweet         2
## 6853     1             the               u         6
## 6854     1             the              us         2
## 6855     1             the          victim         2
## 6856     1             the             war         2
## 6857     1             the             was         2
## 6858     1             the           watch         4
## 6859     1             the              we         4
## 6860     1             the             web         2
## 6861     1             the            week         4
## 6862     1             the            what         2
## 6863     1             the          whatev         4
## 6864     1             the             who         2
## 6865     1             the            with         8
## 6866     1             the           world         4
## 6867     1             the           would         4
## 6868     1             the            year         2
## 6869     1             the             you         8
## 6870     1             the         zionist         2
## 6871     1           theft            with         2
## 6872     1           theft            year         2
## 6873     1           theft         zionist         2
## 6874     1           their         thought         2
## 6875     1           their              to         2
## 6876     1           their         tonight         2
## 6877     1           their            with         4
## 6878     1            them             whi         2
## 6879     1            them            with         2
## 6880     1           there             too         2
## 6881     1           these              to         2
## 6882     1           these             two         2
## 6883     1           these           which         4
## 6884     1           these             you         2
## 6885     1           these            your         2
## 6886     1            they          victim         2
## 6887     1           think            this         2
## 6888     1           think              to         4
## 6889     1           think             use         2
## 6890     1           think             was         2
## 6891     1           think             who         2
## 6892     1           think            year         2
## 6893     1           think             you         2
## 6894     1           think            your         2
## 6895     1            this            time         2
## 6896     1            this              to         4
## 6897     1            this             use         2
## 6898     1            this            what         2
## 6899     1            this             who         4
## 6900     1            this             you         2
## 6901     1           those              to         4
## 6902     1           those            will         2
## 6903     1           those             you         2
## 6904     1         thought         tonight         2
## 6905     1         thought            with         2
## 6906     1        thousand            word         2
## 6907     1        thousand           worth         2
## 6908     1              to         tragedi         2
## 6909     1              to        translat         2
## 6910     1              to           trend         2
## 6911     1              to             two         2
## 6912     1              to              us         2
## 6913     1              to             use         2
## 6914     1              to         violenc         4
## 6915     1              to            want         4
## 6916     1              to             was        10
## 6917     1              to              we         4
## 6918     1              to            were         2
## 6919     1              to             whi         2
## 6920     1              to           which         4
## 6921     1              to             who         8
## 6922     1              to            will         4
## 6923     1              to            with         4
## 6924     1              to           would         2
## 6925     1              to            year         2
## 6926     1              to             you        14
## 6927     1              to            your         4
## 6928     1         tonight            with         2
## 6929     1             too            went         2
## 6930     1          tortur              us         2
## 6931     1          tortur             war         2
## 6932     1          tortur            what         2
## 6933     1         tragedi              we         2
## 6934     1        translat             you         2
## 6935     1           trend             who         2
## 6936     1         tuesday            will         2
## 6937     1           tweet         twitter         2
## 6938     1           tweet             was         2
## 6939     1           tweet            wipe         2
## 6940     1           tweet            year         2
## 6941     1         twitter            wipe         2
## 6942     1         twitter            year         2
## 6943     1             two           which         4
## 6944     1             two             you         2
## 6945     1             two            your         2
## 6946     1           uknow              ur         2
## 6947     1           uknow            were         2
## 6948     1           uknow      withbonjou         2
## 6949     1           uknow             you         2
## 6950     1              up             was         2
## 6951     1            upon             who         2
## 6952     1              ur            were         2
## 6953     1              ur      withbonjou         2
## 6954     1              ur             you         2
## 6955     1              us           video         2
## 6956     1              us         violenc         2
## 6957     1              us             war         2
## 6958     1              us              we         2
## 6959     1              us            what         2
## 6960     1              us             whi         2
## 6961     1             use             you         2
## 6962     1          victim            week         2
## 6963     1           video           watch         2
## 6964     1         violenc              we         2
## 6965     1         violenc             whi         2
## 6966     1         violenc            with         2
## 6967     1               w             war         2
## 6968     1               w              we         2
## 6969     1            wake          websit         2
## 6970     1             war              we         2
## 6971     1             war            what         2
## 6972     1             was             who        10
## 6973     1             was            year         2
## 6974     1             was            your         2
## 6975     1              we             whi         2
## 6976     1              we            will         2
## 6977     1            were      withbonjou         2
## 6978     1            were             you         2
## 6979     1            what             who         4
## 6980     1          whatev             you         2
## 6981     1             whi            with         2
## 6982     1           which             you         4
## 6983     1           which            your         4
## 6984     1             who          wonder         8
## 6985     1             who            year         2
## 6986     1             who            your        10
## 6987     1            will             you         2
## 6988     1            will            zero         2
## 6989     1            wipe            year         2
## 6990     1            with            year         2
## 6991     1            with            your         2
## 6992     1            with         zionist         2
## 6993     1      withbonjou             you         2
## 6994     1          wonder            your         8
## 6995     1            word           worth         2
## 6996     1            year            your         2
## 6997     1            year         zionist         2
## 6998     1             you            your         2

phase2

data <- read.delim("super_tweets_count_phase2.txt", quote = "",header = FALSE, sep = "\t", dec = ".")
data
##                                                                                                                                               V1
## 1                                                                                                                        RT @Q8__HACK: #OpFrance
## 2   RT @NadelParis: So we're clear I don't call you bébés bec Ur all teens/YA lol I callU BEBES bec dat's all da French Uknow along with+bonjou…
## 3   RT @cnni: Noam Chomsky: #CharlieHebdo massacre was a terror attack -- but so is Obama's drone campaign: http://t.co/ZZ2YNw1o1B http://t.co/…
## 4   RT @BBCBreaking: Churches alight & tear gas fired at #CharlieHebdo protest in Niger's capital, #Niamey: http://t.co/yEqw7G8Dvh http://t.co/…
## 5                                                             RT @InsoliteBuzz1: #CharlieHebdo car #JeSuisCharlie RETWEET http://t.co/64PdtzYVWQ
## 6                                                                                                RT @502michael502: The life of Prophet Muhammad
## 7                                                                                                  RT @phyzia99: Ask forgiveness of God Almighty
## 8                                                                                               RT @sherlockmichael: Not a single drop of blood.
## 9                 RT @Decentmenality: Respect of freedom of expression should be balanced with freedom of faith n religious belief #CharlieHebdo
## 10  RT @bbcquestiontime: Our most retweeted comment was @mehdirhasan on #CharlieHebdo . Catch up on @BBCiPlayer http://t.co/VTH24NR0jW #bbcqt h…
## 11  RT @Abir_human: @Decentmenality some psychos love to exercise it through pens and some through bullets! none of them should be defended! #C…
## 12                                  RT @cheguwera: #BREAKING AFP photographer shot at in Pakistan at #CharlieHebdo protest, in serious condition
## 13  RT @rimamaktabi: How can one tweet wipe out 34 years! #JimClancy resigns from #CNN after a heated debate on Twitter over #CharlieHebdo cart…
## 14                              RT @momen_mubasher: 66 years of murder and land theft. How are the Zionists getting away with it? #FreePalestine
## 15                                                                                                      RT @MoonNor27: #we_love_prophet_mohammad
## 16                                                                RT @ChakerKhazaal: Oscar-Worthy Performances by World Leaders (Paris Edition):
## 17                                                                                          RT @AlAjmiMansour1: Who is prophet Muhammad (PBUH)..
## 18                     RT @CNNMoney: 19,000 French websites hacked in wake of #CharlieHebdo attack http://t.co/fM3s33KZGL http://t.co/Qcoc36E4CD
## 19                                                                                                                    RT @mouslima016: #OpFrance
## 20                                                                                                                     RT @MoonNor27: Look to me
## 21                                                                                                      RT @AlAjmiMansour1: A real Muslim is ...
## 22                                           RT @AlAjmiMansour1: What does non-muslim said about Prophet Muhammad (PBUH) #cnn #bbc #CharlieHebdo
## 23                                                                                   RT @AlAjmiMansour1: watch and learn: http://t.co/upkHiDjKIF
## 24               RT @AlAjmiMansour1: Insulting Muslims - Christian faith or messenger is NOT freedom of speech, its racism & mental terrorism.!!
## 25                                                                                                   RT @AlAjmiMansour1: Prophet Muhammad (PBUH)
## 26  RT @AlAjmiMansour1: WESTERN FREEDOM OF SPEECH HYPOCRISY: EVRYTHING BUT ISRAEL, CNN’s Jim Clancy resigns after controversial Israel tweets #…
## 27  RT @ChakerKhazaal: Read my 2nd @HuffingtonPost article: Oscar-Worthy Performances by Word Leaders (Paris Edition): http://t.co/3qtXfeAqfT #…
## 28  RT @BehzadMoezi: #Iran'ian cleric 'rejoices' in #CharlieHebdo massacre. http://t.co/ePQYfjD3mb @AP @AFP @Reuters @FoxNews  @CNN http://t.co…
## 29  RT @BehzadMoezi: #Iran'ians were prevented 2rally to support #CharlieHebdo but Basijis holding protest against latest issue of #Hebdo http:…
## 30        RT @NewYorker: Our cartoonists respond, with their pencils, to the #CharlieHebdo attack: http://t.co/Kbqkut0wrq http://t.co/DVNuVZTmMr
## 31  RT @OrgIAC: The right policy to defeat Islamic fundamentalism http://t.co/LuN6adQtku #CharlieHebdo #Iran #No2Rouhani @SenatorMenendez @SenJ…
## 32                                                                                             RT @MoonNor27: #WhoIsMuhammad (peace be upon Him)
## 33      RT @BBCBreaking: At least 4 killed & many more injured in violent protests in Niger against #CharlieHebdo cartoon http://t.co/9XjvFTyGZM
## 34                                                                      RT @DeeLan_Moon: Roger Garaudy trial because he criticized the holocaust
## 35   RT @TheTweetOfGod: The success of the Mohammed issue of #CharlieHebdo shows that with a little courage, magazines can still make a prophet.
## 36                                                                                                                    RT @mouslima039: #OpFrance
## 37                                RT @chinhon: Sometimes, I buy a magazine for what's not in it. #Singapore #CharlieHebdo http://t.co/8b0AgBv0dL
## 38  RT @borzou: Seems world leaders didn't "lead" #CharlieHebdo marchers in Paris but conducted photo op on empty, guarded street http://t.co/b…
## 39  RT @RT_com: BREAKING: Two churches burnt down in Niger at anti-#CharlieHebdo protest - reports http://t.co/3Jsosc7yl3 http://t.co/ghcEMPNRWl
## 40                             RT @MoonNor27: #I_love_Muhammad  my prophet  said: "Show Mercy to those on earth, and God will show Mercy to you.
## 41                                                                                     RT @DeeLan_Moon: Why freedom to offend against Muhammad ?
## 42       RT @JohnKerry: Paid respects and honored the courageous victims of last week's senseless acts of terror at #CharlieHebdo & #HyperCacher
## 43                                                                                 RT @Bahrain_Amanah: #Islam is the #religion of #Peace & #Love
## 44                                                                      RT @DeeLan_Moon: Bid to ban picture that made  Hollande  look like idiot
## 45                                              RT @MoonNor27: #I_love_Muhammad  I love my prophet Muhammad  more than i love my mother & father
## 46  RT @KarenWires2012: So how many others feel that #CharlieHebdo should donate the profits of this edition to the victims families #RT  = agr…
## 47  RT @BBCNews: "My brother was a Muslim. He was killed by people who pretend to be Muslims" http://t.co/wTJM2YybJx #CharlieHebdo http://t.co/…
## 48    RT @OpCharlieHebdo: http://t.co/6w3R6mhxLU has been p0wned. Dump is here : http://t.co/L8IGCYFWqy #OpCharlieHebdo #CharlieHebdo #Anonymous
## 49  RT @BBCNews: UK must "wipe out anti-Semitism" after #ParisAttacks, Theresa May says in this video http://t.co/t6gn6iMB52 http://t.co/GjObuu…
## 50  RT @MoonNor27: Freedom & democracy does not mean  insult ppl 's beliefs the freedom that  U respects the beliefs of the ppl #I_love_Muhamma…
## 51                                                                                            RT @RanaHarbi: Hypocrites, hypocrites everywhere !
## 52                                                       RT @BenjaminNorton: How the racist Western media decides whom to give press coverage to
## 53                                                                                                 RT @MoonNor27: #Jesus says, Love your enemies
## 54                                                                                              RT @MONAALMOTAWA: #I_love_Muhammad #CharlieHebdo
## 55                                RT @jk_rowling: Sometimes a picture says it better than any writer could. #CharlieHebdo http://t.co/OP6h1YZUWs
## 56     RT @RT_com: UPDATE: At least 7 churches torched in Niger during anti-#CharlieHebdo protests http://t.co/NfZyxLW21w http://t.co/Y587DOtdsL
## 57                                                                                                         RT @MoonNor27: the prophet #Muhammad❤️
## 58  RT @BBCBreaking: Malian who hid people from gunmen during #ParisAttacks on Jewish supermarket awarded French nationality http://t.co/q544Om…
## 59  RT @KurdishTruths: If your a Muslim, which of these two images is more offensive to Islam? Which one makes you more angry? #CharlieHebdo ht…
## 60                  RT @WSJ: How #CharlieHebdo selected the cover of its first issue after attack: http://t.co/yaEx8yt1Tu http://t.co/IMubacUzpv
## 61                          RT @BBCBreaking: Clashes near French consulate in Karachi at protest over #CharlieHebdo cover http://t.co/x2etNd9FMv
## 62  RT @nathanlean: Since #CharlieHebdo, 60 Anti-Muslim hate crimes, including more than two-dozen mosque attacks w/ gunshots & pig heads http:…
## 63  RT @LatuffCartoons: Please RT! Freedom of speech? Not if you're dealing with Israel! #JeNeSuisPasCharlie @MiddleEastMnt http://t.co/m0vuMQo…
## 64         RT @CNNMoney: #CharlieHebdo co-founder: Mohammed cartoons went too far http://t.co/GrbL1I0KVT By @brianstelter http://t.co/cmWJz6UQoS
## 65       RT @RT_com: Anti-#CharlieHebdo protesters march in Middle East, burn French flags (VIDEO) http://t.co/yY3EpPPNzS http://t.co/FtIqhFmil4
## 66  RT @BBCWorld: "I said, 'If the terrorist comes down here, he must not hear you'" - #ParisAttacks hero story http://t.co/FlfsNRUD9p http://t…
## 67  RT @Jerusalem_Post: WATCH: #Palestinians burn French flag on the Temple Mount over the #CharlieHebdo cover http://t.co/0dvjBHfinO http://t.…
## 68         RT @RT_com: 'We love Prophet' Massive anti-#CharlieHebdo protest hits #Chechnya (VIDEO) http://t.co/0iBG1NW10P http://t.co/eITbpgHUMt
## 69                                     RT @IsraelWC1: Where were you #JeSuisCharlie ppl when #Israel blew up 4 #Palestinian kids on #Gaza beach?
## 70                            RT @RT_com: Anti-#CharlieHebdo protests in Niger, 2 churches torched http://t.co/3Jsosc7yl3 http://t.co/RABk60XtXg
## 71                                        RT @iran_policy: Terrorism in Paris: Once burned, twice shy http://t.co/FafD42qJaO #iran #charlieHebdo
## 72          RT @Pray4Pal: No! They don't have enough time and humanity to pay attention to you. #CharlieHebdo #ICC4Israel http://t.co/A82Q8bDEUm
## 73                                                                                      RT @MuslimIQ: My cousin @MasoodTahir7 is a Muslim artist
## 74  RT @PennBadgley: THE point to understand in the cases of #CharlieHebdo & #BokoHaram - selective awareness informed by race, via @deray http…
## 75  RT @Aboujahjah: I am not Charlie, I am Ahmed the dead cop. Charlie ridiculed my faith and culture and I died defending his right to do so. …
## 76                               RT @conradhackett: #JeSuisCharlie, one of the most popular hashtags ever, was in 3.4 million tweets in 24 hours
## 77                                                                RT @ClassicPict: Cartoonists fight back. #JeSuisCharlie http://t.co/vUByhnDcHw
## 78  RT @JamesBlunt: Maybe it would have been even more noble for the cover of #CharlieHebdo to depict The Prophet carrying a sign that read #Je…
## 79  RT @OpCharlieHebdo: Want to contribute to #OpCharlieHebdo ? Report 900+ extremist accounts http://t.co/O7QUB1roXR #JeSuisCharlie #CharlieHe…
## 80  RT @French_Gov: For his courage at #HyperCacher store, Lassana #Bathily will become a French citizen next Tuesday. #CharlieHebdo http://t.c…
## 81  RT @grasswirefacts: World leaders didn't "lead" #CharlieHebdo marchers in Paris but conducted photo op on empty, guarded street http://t.co…
## 82  RT @WhispersNewsLTD: Feminist Newspaper Photoshop's Male World Leaders Out Of Paris March #ParisMarch #CharlieHebdo #JeSuisCharlie http://t…
## 83                                                     RT @adamshapiro: That is how you counter terrorism. #JeSuisCharlie http://t.co/pNg0cyPvGO
## 84  RT @BullGuard: Hacktivist collective Anonymous has set about taking down jihadi websites and accounts https://t.co/tpNnPnnBzL #anonymous #c…
## 85   RT @LatuffCartoons: So now let's talk seriously about #CharlieHebdo and Western double standard on freedom of speech http://t.co/X8iyp64azl
## 86                                                                                               RT @SpliffMeister: Make art not war.\U0001f3a8✏️
## 87  RT @billmaher: For years, I've been asked in interviews "Who are your heroes?" I often had to think; sometimes I was stumped. No longer. #C…
## 88  RT @BBCWorld: "My brother was a Muslim. He was killed by people who pretend to be Muslims" http://t.co/upZoAxurNL #CharlieHebdo http://t.co…
## 89  RT @paydaran: #breakingnews urgent  #CampLiberty - #Iraq http://t.co/22BtpcCx38 … #iran #parisattacks #irantalks #statedept #UN #uk http://…
## 90             RT @LatuffCartoons: Please, RT! Nigeria is NOT France! @via @jornalSul21 #CharlieHebdo #JeNeSuisPasCharlie http://t.co/gT3y1PzOAQ
## 91  RT @sirtatters: Obama will admit 9000 Syrian Muslims as refugees, zero Christians as refugees. http://t.co/VJ0w0wT8Sy http://t.co/ImGrFVqnj…
## 92  RT @davpope: Can't sleep tonight, thoughts with my French cartooning colleagues, their families and loved ones #CharlieHebdo http://t.co/Lq…
## 93  RT @abgutman: To all my Muslim friends: you don't need to apologize for the #CharlieHebdo attack in Paris. A criminal committed a crime, no…
## 94                                                               RT @camanpour: They broke his fingers, one by one, for his anti-Assad cartoons.
## 95  RT @CharlotteAlter: Why #CharlieHebdo got more attention than #BokoHaram: we care about violence that seems like it could happen to us: htt…
## 96  RT @paradisecity: #JeSuisCharlie We need no civil war. Our hearts r w/ all families affected #France #Paris #GunsNRoses #GNR http://t.co/Cz…
## 97  RT @peymaneh123: #Iran: A Picture Worths A Thousand Words! #IAmCharlieHebdo #IamCharlie #IamNotCharlie! #ParisMarch #ParisShooting http://t…
## 98  RT @BBCtrending: Still trending is #WhoIsMuhammad - a response to the latest #CharlieHebdo cover. Read more http://t.co/ftR6UFxchO http://t…
## 99  RT @mehdifoundation: Watch our latest video about #CharlieHebdo, #RadicalIslam and #freedomofspeech https://t.co/gpDvsFDUPj #I_love_Muhamma…
## 100                                                                                                  RT @DeeLan_Moon: We will not forget  \u270b
## 101 RT @KatieMirandaArt: Why it's not about cartoons: my illustrated article for @Mondoweiss http://t.co/HB7Enf9qJI #JeSuisAhmed #CharlieHebdo …
## 102           RT @AmericanAtheist: .@Pontifex says reacting to speech with violence is "normal." #PopeFail #JeSuisCharlie http://t.co/KquPQ2GNJO
## 103                                                                                         RT @DeeLan_Moon: Exposing the Hypocrisy of the World
## 104                                                                                       RT @DeeLan_Moon: Any article on the topic of hypocrisy
## 105                                                                                RT @DeeLan_Moon: Why (Israeli criminal) stands with them ????
## 106 RT @OrgIAC: #CharlieHebdo reminds us of 1989 Salman #Rushdie and A Fatwa - #Iran http://t.co/MnRD0aGvne  #No2Rouhani @AFP #France http://t.…
## 107 RT @RaquelEvita: Malian Muslim who hid people from gunmen during #ParisAttacks on Jewish supermarket awarded French nationality http://t.co…
## 108       RT @cnni: They broke his fingers, one by one, for his anti-Assad cartoons. http://t.co/dxllOR0B4K #CharlieHebdo http://t.co/BRnxeej9mA
## 109 RT @Independent: Firebombs & pigs heads thrown into mosques as anti-Muslim attacks increase after #ParisAttacks http://t.co/pYT3je0S4w http…
## 110 RT @BBCWorld: "They killed a man, not his ideas" - funerals held for victims of #CharlieHebdo attack  http://t.co/oSJ2WRzsiq http://t.co/w8…
## 111 RT @CNN: A tangled web of suspects has emerged after the recent terror attacks in France. http://t.co/6VuO649lQ0 #CharlieHebdo http://t.co/…
## 112                                                             RT @RealistComics: #JeSuisCharlie this time it's personal http://t.co/tjy9avkpOW
## 113                                                                                                          RT @MoonNor27: Look plz to this pic
## 114 RT @TheEconomist: Here's how the mayor of Rotterdam, Ahmed Aboutaleb, responded to the #CharlieHebdo attacks http://t.co/7wUyjp3NdZ http://…
## 115 RT @sergeibaka9: The recent events in France are a big tragedy. The solidarity shown is amazing and needed. We all have to learn from it. #…
## 116                                                                                                                  RT @dbelhoul: #CharlieHebdo
## 117     RT @CounterMoonbat: There are too many Muslims offended by cartoons and not enough Muslims offended by barbaric terrorism. #CharlieHebdo
## 118 RT @greta: RETWEET this if you think Pres @BarackObama @WhiteHouse SHOULD use term "Radical Islam" to describe #CharlieHebdo attacks @FoxNe…
## 119 RT @ADAMPLOW: Senegal bans Charlie Hebdo, three days after its president attended #JeSuisCharlie rally in Paris. @AFP  http://t.co/78bbZL1A…
## 120 RT @MaanImranKhan: Read this TAXI DRIVER story who met a English man what he said about Muhammad PBUH after #ParisAttacks #WhoIsMuhammad ht…
## 121 RT @RT_com: BREAKING: When religion insulted, freedom of expression not boundless - Pope on #CharlieHebdo http://t.co/VwrZvc1Lz5 http://t.c…
## 122    RT @no2censorship: .@MacTXPress: Effective action against extremists #ISIS #Iran #CharlieHebdo http://t.co/DbR5wXhuOT via @washingtonpost
## 123                                                                                                                RT @MoonNor27: #WhoIsMuhammad
## 124 RT @2AFight: Still think Muslims are for peace? #CharlieHebdo #JeSuisCharlie #ParisAttacks #NoSharia #tcot #PJNET #teaparty #ccot http://t.…
## 125 RT @ShujaRabbani: If you're wondering #WhoIsJesus, he's a Muslim Prophet. If you're wondering #WhoIsMuhammad, he's #CharlieHebdo's nightmar…
## 126                                                                                                            RT @DeeLan_Moon: #I_love_Muhammad
## 127                         RT @EricAllenBell: A picture of all the #Muslims protesting #terrorism done in the name of #Islam out on the streets
## 128      RT @DeeLan_Moon: what about (torture at Abu Ghraib and the US war on Iraq that left 100,000s of civilians dead, not cartoons caricature
## 129                                                                                                          RT @WhiteFreedomNow: #JeSuisCharlie
## 130 RT @BBCWorld: #CharlieHebdo magazine has been "reborn" a week after the killings, says Francois Hollande http://t.co/uXY8a0NMBz http://t.co…
## 131                                                                              RT @MoonNor27: Prophet Muhammad live in  hearts of  all Muslims
## 132 RT @AnsarAAbbasi: PTI, PMLN, JI, MQM, ANP, JUIF etc and all others Please protest against #CharlieHebdo's blasphemous work and support #ILo…
## 133                                RT @MoonNor27: Whatever you do prophat Muhammad stay in our hearts the love of the Prophet increases everyday
##       V2
## 1   3474
## 2   2768
## 3   1609
## 4   1480
## 5   1298
## 6   1105
## 7    958
## 8    755
## 9    740
## 10   731
## 11   592
## 12   548
## 13   507
## 14   490
## 15   480
## 16   475
## 17   460
## 18   457
## 19   452
## 20   447
## 21   441
## 22   437
## 23   425
## 24   425
## 25   423
## 26   423
## 27   406
## 28   394
## 29   392
## 30   380
## 31   373
## 32   372
## 33   367
## 34   365
## 35   361
## 36   354
## 37   336
## 38   322
## 39   321
## 40   318
## 41   298
## 42   298
## 43   294
## 44   284
## 45   283
## 46   281
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## 48   274
## 49   273
## 50   268
## 51   267
## 52   267
## 53   265
## 54   263
## 55   260
## 56   259
## 57   259
## 58   249
## 59   248
## 60   246
## 61   245
## 62   241
## 63   241
## 64   236
## 65   231
## 66   224
## 67   221
## 68   218
## 69   218
## 70   216
## 71   214
## 72   212
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## 74   200
## 75   198
## 76   182
## 77   178
## 78   171
## 79   128
## 80   126
## 81   124
## 82   121
## 83   107
## 84   105
## 85   100
## 86    96
## 87    96
## 88    93
## 89    76
## 90    71
## 91    69
## 92    62
## 93    59
## 94    57
## 95    56
## 96    41
## 97    40
## 98    39
## 99    34
## 100   31
## 101   30
## 102   29
## 103   20
## 104   20
## 105   18
## 106   16
## 107   16
## 108   13
## 109   13
## 110   13
## 111   13
## 112   12
## 113   12
## 114   11
## 115   10
## 116    8
## 117    8
## 118    7
## 119    7
## 120    6
## 121    6
## 122    6
## 123    5
## 124    5
## 125    4
## 126    4
## 127    1
## 128    1
## 129    1
## 130    1
## 131    1
## 132    1
## 133    1
cleanPosts <- function(text) {
  clean_texts <- text %>%
    gsub("<.*>", "", .) %>% # remove emojis
    gsub("&amp;", "", .) %>% # remove &
    gsub("@\\w+", "", .) %>% # remove at people
    gsub("RT","",.) %>% #remove word RT
    hashgrep %>%
    gsub("[[:punct:]]", "", .) %>% # remove punctuation
    gsub("[[:digit:]]", "", .) %>% # remove digits
    gsub("http\\w+", "", .) %>% # remove html links
    iconv(from = "latin1", to = "ASCII", sub="") %>% # remove emoji and bizarre signs
    gsub("[ \t]{2,}", " ", .) %>% # remove unnecessary spaces
    gsub("^\\s+|\\s+$", "", .) %>% # remove unnecessary spaces
    tolower
  return(clean_texts)
}
hashgrep <- function(text) {
  hg <- function(text) {
    result <- ""
    while(text != result) {
      result <- text
      text <- gsub("#[[:alpha:]]+\\K([[:upper:]]+)", " \\1", text, perl = TRUE)
    }
    return(text)
  }
  unname(sapply(text, hg))
}
data_cleaned = cleanPosts(data$V1)
data_cleaned= stemDocument(data_cleaned, language = "english") #stem using Porter's stemming algorithm
data_cleaned %>%
  str_split(" ") %>%
  unlist %>%
  table %>%
  data.frame %>%
  arrange(-Freq) 
##                         . Freq
## 1                  charli   83
## 2                   hebdo   69
## 3                     the   43
## 4                      of   39
## 5                      to   32
## 6                       a   28
## 7                      in   28
## 8                      is   19
## 9                    pari   19
## 10                    and   18
## 11                 attack   18
## 12                      i   17
## 13                     je   17
## 14                 muslim   17
## 15                    not   16
## 16                    sui   16
## 17               muhammad   15
## 18                     on   15
## 19                prophet   13
## 20                    who   13
## 21                     it   12
## 22                protest   12
## 23                     my   11
## 24                     at   10
## 25                     by   10
## 26                    for   10
## 27                freedom   10
## 28                    you   10
## 29                  after    9
## 30                 french    9
## 31                  about    8
## 32                    all    8
## 33                cartoon    8
## 34                  franc    8
## 35                   love    8
## 36                   more    8
## 37                      n    8
## 38                    one    8
## 39                 terror    8
## 40                   that    8
## 41                    was    8
## 42                   with    8
## 43                    his    7
## 44                    how    7
## 45                     op    7
## 46                     he    6
## 47                   http    6
## 48                     if    6
## 49                   iran    6
## 50                  islam    6
## 51                   this    6
## 52                   your    6
## 53                against    5
## 54             anticharli    5
## 55                    are    5
## 56                     be    5
## 57                    but    5
## 58                      c    5
## 59                  cover    5
## 60                   kill    5
## 61                 leader    5
## 62                  niger    5
## 63                     no    5
## 64                    our    5
## 65                    say    5
## 66                     so    5
## 67                 speech    5
## 68                     we    5
## 69                  world    5
## 70                   been    4
## 71                 church    4
## 72                   from    4
## 73                    has    4
## 74          ilovemuhammad    4
## 75                 israel    4
## 76                  march    4
## 77                    out    4
## 78                   pbuh    4
## 79                  peopl    4
## 80                 pictur    4
## 81                   read    4
## 82                      s    4
## 83                   said    4
## 84                 should    4
## 85                   than    4
## 86                   they    4
## 87                  video    4
## 88                   what    4
## 89                    whi    4
## 90                   will    4
## 91                    ahm    3
## 92                     am    3
## 93                 anonym    3
## 94                 articl    3
## 95                     as    3
## 96                 belief    3
## 97                   burn    3
## 98                 courag    3
## 99                   dont    3
## 100                  down    3
## 101                  dure    3
## 102                  edit    3
## 103                 faith    3
## 104                famili    3
## 105                  have    3
## 106                 heart    3
## 107                  here    3
## 108             hypocrisi    3
## 109                insult    3
## 110                  issu    3
## 111                latest    3
## 112                  look    3
## 113               magazin    3
## 114                  make    3
## 115                  mani    3
## 116                  need    3
## 117                offend    3
## 118                  over    3
## 119                  peac    3
## 120                 pleas    3
## 121                   ppl    3
## 122                     r    3
## 123               respect    3
## 124               retweet    3
## 125                  show    3
## 126               sometim    3
## 127                 still    3
## 128                street    3
## 129                 think    3
## 130                 tweet    3
## 131                    us    3
## 132                victim    3
## 133                   war    3
## 134                 watch    3
## 135                  were    3
## 136               western    3
## 137                  year    3
## 138               account    2
## 139                   ani    2
## 140             antiassad    2
## 141            antimuslim    2
## 142                   ask    2
## 143                attent    2
## 144                 award    2
## 145                   ban    2
## 146                   bec    2
## 147                  boko    2
## 148                 break    2
## 149                 broke    2
## 150               brother    2
## 151                cacher    2
## 152                   can    2
## 153            cartoonist    2
## 154             christian    2
## 155                clanci    2
## 156               conduct    2
## 157                 could    2
## 158                 crime    2
## 159                crimin    2
## 160                  dead    2
## 161                defend    2
## 162                 didnt    2
## 163                    do    2
## 164                   doe    2
## 165                     e    2
## 166                 empti    2
## 167                enough    2
## 168               express    2
## 169             extremist    2
## 170                finger    2
## 171                  flag    2
## 172                     g    2
## 173                   god    2
## 174                 guard    2
## 175                gunmen    2
## 176                 haram    2
## 177                  head    2
## 178                  hero    2
## 179                   hes    2
## 180                   hid    2
## 181               holland    2
## 182                    ht    2
## 183                 hyper    2
## 184              hypocrit    2
## 185                   iam    2
## 186          ilovemuhamma    2
## 187               increas    2
## 188               iranian    2
## 189                  iraq    2
## 190                 jesus    2
## 191                jewish    2
## 192                   jim    2
## 193                  lead    2
## 194                 learn    2
## 195                 least    2
## 196                  like    2
## 197                malian    2
## 198                   man    2
## 199               marcher    2
## 200               massacr    2
## 201                 merci    2
## 202                 moham    2
## 203                 mosqu    2
## 204                  most    2
## 205                  must    2
## 206                nation    2
## 207                    ne    2
## 208             norouhani    2
## 209                 obama    2
## 210           oscarworthi    2
## 211                 other    2
## 212           palestinian    2
## 213                   pas    2
## 214               perform    2
## 215                 photo    2
## 216                   pig    2
## 217                  pope    2
## 218               pretend    2
## 219                 radic    2
## 220                 ralli    2
## 221                recent    2
## 222                refuge    2
## 223              religion    2
## 224                report    2
## 225                resign    2
## 226               respond    2
## 227                 right    2
## 228                  seem    2
## 229                select    2
## 230               serious    2
## 231                  some    2
## 232                 stori    2
## 233           supermarket    2
## 234               support    2
## 235                 their    2
## 236                  them    2
## 237               through    2
## 238                  time    2
## 239                   too    2
## 240                 torch    2
## 241                   two    2
## 242                     u    2
## 243                    uk    2
## 244                    up    2
## 245                   via    2
## 246               violenc    2
## 247                     w    2
## 248                websit    2
## 249                  week    2
## 250                  when    2
## 251                 which    2
## 252                  wipe    2
## 253                wonder    2
## 254                  word    2
## 255             aboutaleb    1
## 256                   abu    1
## 257                   act    1
## 258                action    1
## 259                 admit    1
## 260                affect    1
## 261                   afp    1
## 262                   agr    1
## 263                alight    1
## 264              almighti    1
## 265                 along    1
## 266                  amaz    1
## 267                 angri    1
## 268                   anp    1
## 269             antisemit    1
## 270                apolog    1
## 271                   art    1
## 272                artist    1
## 273                attend    1
## 274                  awar    1
## 275                  away    1
## 276                     b    1
## 277                  back    1
## 278                balanc    1
## 279                barbar    1
## 280                basiji    1
## 281               bathili    1
## 282                   bbc    1
## 283                 bbcqt    1
## 284                   bbs    1
## 285                 beach    1
## 286                  bebe    1
## 287                becaus    1
## 288                 becom    1
## 289                better    1
## 290                   bid    1
## 291                   big    1
## 292              blasphem    1
## 293                  blew    1
## 294                 blood    1
## 295             boundless    1
## 296           breakingnew    1
## 297                bullet    1
## 298                 burnt    1
## 299                   buy    1
## 300                  call    1
## 301                 callu    1
## 302                  camp    1
## 303              campaign    1
## 304                  cant    1
## 305                 capit    1
## 306                   car    1
## 307                  care    1
## 308             caricatur    1
## 309                 carri    1
## 310                  cart    1
## 311                  case    1
## 312                 catch    1
## 313                  ccot    1
## 314              chechnya    1
## 315               chomski    1
## 316               cisrael    1
## 317               citizen    1
## 318                 civil    1
## 319              civilian    1
## 320                 clash    1
## 321                 clear    1
## 322                cleric    1
## 323                   cnn    1
## 324                  cnns    1
## 325               cofound    1
## 326              colleagu    1
## 327               collect    1
## 328                  come    1
## 329               comment    1
## 330                commit    1
## 331                condit    1
## 332                consul    1
## 333             contribut    1
## 334           controversi    1
## 335                   cop    1
## 336               counter    1
## 337                cousin    1
## 338               coverag    1
## 339                critic    1
## 340                cultur    1
## 341                    da    1
## 342                   dat    1
## 343                   day    1
## 344                  deal    1
## 345                 debat    1
## 346                 decid    1
## 347                defeat    1
## 348             democraci    1
## 349                depict    1
## 350               describ    1
## 351                   die    1
## 352                 donat    1
## 353                  done    1
## 354                 doubl    1
## 355                driver    1
## 356                 drone    1
## 357                  drop    1
## 358                  dump    1
## 359                 earth    1
## 360                  east    1
## 361                effect    1
## 362                 emerg    1
## 363                 enemi    1
## 364               english    1
## 365                   etc    1
## 366                  even    1
## 367                 event    1
## 368                  ever    1
## 369              everyday    1
## 370             everywher    1
## 371                evryth    1
## 372               exercis    1
## 373                 expos    1
## 374                  fail    1
## 375                   far    1
## 376                father    1
## 377                 fatwa    1
## 378                  feel    1
## 379              feminist    1
## 380                 fight    1
## 381                  fire    1
## 382              firebomb    1
## 383                 first    1
## 384                forget    1
## 385                forgiv    1
## 386               francoi    1
## 387                  free    1
## 388       freedomofspeech    1
## 389                friend    1
## 390             fundament    1
## 391                 funer    1
## 392               garaudi    1
## 393                   gas    1
## 394                  gaza    1
## 395                   get    1
## 396                ghraib    1
## 397                  give    1
## 398                   got    1
## 399                   gun    1
## 400               gunshot    1
## 401                     h    1
## 402                  hack    1
## 403            hacktivist    1
## 404                   had    1
## 405                happen    1
## 406               hashtag    1
## 407                  hate    1
## 408                  hear    1
## 409                  heat    1
## 410                  held    1
## 411                   him    1
## 412                   hit    1
## 413                  hold    1
## 414             holocaust    1
## 415                 honor    1
## 416                  hour    1
## 417                   htt    1
## 418                 human    1
## 419                  idea    1
## 420                 idiot    1
## 421               illustr    1
## 422                  imag    1
## 423                includ    1
## 424                inform    1
## 425                 injur    1
## 426             interview    1
## 427                  into    1
## 428              irantalk    1
## 429                  isra    1
## 430                   ive    1
## 431                     j    1
## 432                    ji    1
## 433                jihadi    1
## 434                  juif    1
## 435                     k    1
## 436               karachi    1
## 437                   kid    1
## 438                  land    1
## 439               lassana    1
## 440                  last    1
## 441                  left    1
## 442                   let    1
## 443               liberti    1
## 444                  life    1
## 445                 littl    1
## 446                  live    1
## 447                    lo    1
## 448                   lol    1
## 449                longer    1
## 450                  made    1
## 451                  male    1
## 452                massiv    1
## 453                   may    1
## 454                  mayb    1
## 455                 mayor    1
## 456                    me    1
## 457                  mean    1
## 458                 media    1
## 459                mental    1
## 460               messeng    1
## 461                   met    1
## 462                 middl    1
## 463               million    1
## 464                mother    1
## 465                 mount    1
## 466                   mqm    1
## 467                murder    1
## 468                  name    1
## 469                    nd    1
## 470                  near    1
## 471               newspap    1
## 472                  next    1
## 473                niamey    1
## 474               nigeria    1
## 475              nightmar    1
## 476                  noam    1
## 477                  nobl    1
## 478                  none    1
## 479             nonmuslim    1
## 480                normal    1
## 481                   now    1
## 482                offens    1
## 483                 often    1
## 484                   onc    1
## 485                    or    1
## 486                     p    1
## 487                  paid    1
## 488              pakistan    1
## 489              palestin    1
## 490           parisattack    1
## 491                   pay    1
## 492                   pen    1
## 493                pencil    1
## 494                person    1
## 495            photograph    1
## 496             photoshop    1
## 497                   pic    1
## 498                   plz    1
## 499                  pmln    1
## 500                 point    1
## 501                polici    1
## 502               popular    1
## 503                  pres    1
## 504                presid    1
## 505                 press    1
## 506               prevent    1
## 507                profit    1
## 508               prophat    1
## 509                psycho    1
## 510                   pti    1
## 511                 pwned    1
## 512                  race    1
## 513                racism    1
## 514                racist    1
## 515                 react    1
## 516                  real    1
## 517                reborn    1
## 518                rejoic    1
## 519                religi    1
## 520                remind    1
## 521               respons    1
## 522               ridicul    1
## 523                 roger    1
## 524                  rose    1
## 525             rotterdam    1
## 526                rushdi    1
## 527                salman    1
## 528                 seneg    1
## 529             senseless    1
## 530                   set    1
## 531                sharia    1
## 532                   shi    1
## 533                 shoot    1
## 534                  shot    1
## 535                 shown    1
## 536                  sign    1
## 537                  sinc    1
## 538              singapor    1
## 539                 singl    1
## 540                 sleep    1
## 541               solidar    1
## 542                 stand    1
## 543              standard    1
## 544             statedept    1
## 545                  stay    1
## 546                 store    1
## 547                 stump    1
## 548               success    1
## 549               suspect    1
## 550                syrian    1
## 551                     t    1
## 552                  take    1
## 553                  talk    1
## 554                 tangl    1
## 555                  taxi    1
## 556                  tcot    1
## 557              teaparti    1
## 558                  tear    1
## 559               teensya    1
## 560                 templ    1
## 561                  term    1
## 562             terrorist    1
## 563                 theft    1
## 564                 there    1
## 565               theresa    1
## 566                 these    1
## 567                 those    1
## 568               thought    1
## 569              thousand    1
## 570                 three    1
## 571                thrown    1
## 572               tonight    1
## 573                 topic    1
## 574                tortur    1
## 575               tragedi    1
## 576                 trend    1
## 577                 trial    1
## 578               tuesday    1
## 579                 twice    1
## 580               twitter    1
## 581              twodozen    1
## 582                 uknow    1
## 583            understand    1
## 584                 updat    1
## 585                  upon    1
## 586                    ur    1
## 587                urgent    1
## 588                   use    1
## 589               violent    1
## 590                  wake    1
## 591                  want    1
## 592                   web    1
## 593 weloveprophetmohammad    1
## 594                  went    1
## 595                whatev    1
## 596                 where    1
## 597                  whom    1
## 598            withbonjou    1
## 599                  work    1
## 600                 worth    1
## 601                 would    1
## 602                writer    1
## 603                  zero    1
## 604               zionist    1
e <- data_cleaned %>%
  str_split(" ")%>%
  lapply(function(Token) {
    expand.grid(Token, Token,Frequency= 1, stringsAsFactors = FALSE)
  }) %>%
  bind_rows

e <- apply(e[, -3], 1, str_sort) %>%
  t %>%
  data.frame(stringsAsFactors = FALSE) %>%
  mutate(Frequency = e$Frequency)
e
##                          X1                    X2 Frequency
## 1                        op                    op         1
## 2                     franc                    op         1
## 3                     franc                    op         1
## 4                     franc                 franc         1
## 5                        so                    so         1
## 6                        so                  were         1
## 7                     clear                    so         1
## 8                         i                    so         1
## 9                      dont                    so         1
## 10                     call                    so         1
## 11                       so                   you         1
## 12                      bbs                    so         1
## 13                      bec                    so         1
## 14                       so                    ur         1
## 15                      all                    so         1
## 16                       so               teensya         1
## 17                      lol                    so         1
## 18                        i                    so         1
## 19                    callu                    so         1
## 20                     bebe                    so         1
## 21                      bec                    so         1
## 22                      dat                    so         1
## 23                      all                    so         1
## 24                       da                    so         1
## 25                   french                    so         1
## 26                       so                 uknow         1
## 27                    along                    so         1
## 28                       so            withbonjou         1
## 29                       so                  were         1
## 30                     were                  were         1
## 31                    clear                  were         1
## 32                        i                  were         1
## 33                     dont                  were         1
## 34                     call                  were         1
## 35                     were                   you         1
## 36                      bbs                  were         1
## 37                      bec                  were         1
## 38                       ur                  were         1
## 39                      all                  were         1
## 40                  teensya                  were         1
## 41                      lol                  were         1
## 42                        i                  were         1
## 43                    callu                  were         1
## 44                     bebe                  were         1
## 45                      bec                  were         1
## 46                      dat                  were         1
## 47                      all                  were         1
## 48                       da                  were         1
## 49                   french                  were         1
## 50                    uknow                  were         1
## 51                    along                  were         1
## 52                     were            withbonjou         1
## 53                    clear                    so         1
## 54                    clear                  were         1
## 55                    clear                 clear         1
## 56                    clear                     i         1
## 57                    clear                  dont         1
## 58                     call                 clear         1
## 59                    clear                   you         1
## 60                      bbs                 clear         1
## 61                      bec                 clear         1
## 62                    clear                    ur         1
## 63                      all                 clear         1
## 64                    clear               teensya         1
## 65                    clear                   lol         1
## 66                    clear                     i         1
## 67                    callu                 clear         1
## 68                     bebe                 clear         1
## 69                      bec                 clear         1
## 70                    clear                   dat         1
## 71                      all                 clear         1
## 72                    clear                    da         1
## 73                    clear                french         1
## 74                    clear                 uknow         1
## 75                    along                 clear         1
## 76                    clear            withbonjou         1
## 77                        i                    so         1
## 78                        i                  were         1
## 79                    clear                     i         1
## 80                        i                     i         1
## 81                     dont                     i         1
## 82                     call                     i         1
## 83                        i                   you         1
## 84                      bbs                     i         1
## 85                      bec                     i         1
## 86                        i                    ur         1
## 87                      all                     i         1
## 88                        i               teensya         1
## 89                        i                   lol         1
## 90                        i                     i         1
## 91                    callu                     i         1
## 92                     bebe                     i         1
## 93                      bec                     i         1
## 94                      dat                     i         1
## 95                      all                     i         1
## 96                       da                     i         1
## 97                   french                     i         1
## 98                        i                 uknow         1
## 99                    along                     i         1
## 100                       i            withbonjou         1
## 101                    dont                    so         1
## 102                    dont                  were         1
## 103                   clear                  dont         1
## 104                    dont                     i         1
## 105                    dont                  dont         1
## 106                    call                  dont         1
## 107                    dont                   you         1
## 108                     bbs                  dont         1
## 109                     bec                  dont         1
## 110                    dont                    ur         1
## 111                     all                  dont         1
## 112                    dont               teensya         1
## 113                    dont                   lol         1
## 114                    dont                     i         1
## 115                   callu                  dont         1
## 116                    bebe                  dont         1
## 117                     bec                  dont         1
## 118                     dat                  dont         1
## 119                     all                  dont         1
## 120                      da                  dont         1
## 121                    dont                french         1
## 122                    dont                 uknow         1
## 123                   along                  dont         1
## 124                    dont            withbonjou         1
## 125                    call                    so         1
## 126                    call                  were         1
## 127                    call                 clear         1
## 128                    call                     i         1
## 129                    call                  dont         1
## 130                    call                  call         1
## 131                    call                   you         1
## 132                     bbs                  call         1
## 133                     bec                  call         1
## 134                    call                    ur         1
## 135                     all                  call         1
## 136                    call               teensya         1
## 137                    call                   lol         1
## 138                    call                     i         1
## 139                    call                 callu         1
## 140                    bebe                  call         1
## 141                     bec                  call         1
## 142                    call                   dat         1
## 143                     all                  call         1
## 144                    call                    da         1
## 145                    call                french         1
## 146                    call                 uknow         1
## 147                   along                  call         1
## 148                    call            withbonjou         1
## 149                      so                   you         1
## 150                    were                   you         1
## 151                   clear                   you         1
## 152                       i                   you         1
## 153                    dont                   you         1
## 154                    call                   you         1
## 155                     you                   you         1
## 156                     bbs                   you         1
## 157                     bec                   you         1
## 158                      ur                   you         1
## 159                     all                   you         1
## 160                 teensya                   you         1
## 161                     lol                   you         1
## 162                       i                   you         1
## 163                   callu                   you         1
## 164                    bebe                   you         1
## 165                     bec                   you         1
## 166                     dat                   you         1
## 167                     all                   you         1
## 168                      da                   you         1
## 169                  french                   you         1
## 170                   uknow                   you         1
## 171                   along                   you         1
## 172              withbonjou                   you         1
## 173                     bbs                    so         1
## 174                     bbs                  were         1
## 175                     bbs                 clear         1
## 176                     bbs                     i         1
## 177                     bbs                  dont         1
## 178                     bbs                  call         1
## 179                     bbs                   you         1
## 180                     bbs                   bbs         1
## 181                     bbs                   bec         1
## 182                     bbs                    ur         1
## 183                     all                   bbs         1
## 184                     bbs               teensya         1
## 185                     bbs                   lol         1
## 186                     bbs                     i         1
## 187                     bbs                 callu         1
## 188                     bbs                  bebe         1
## 189                     bbs                   bec         1
## 190                     bbs                   dat         1
## 191                     all                   bbs         1
## 192                     bbs                    da         1
## 193                     bbs                french         1
## 194                     bbs                 uknow         1
## 195                   along                   bbs         1
## 196                     bbs            withbonjou         1
## 197                     bec                    so         1
## 198                     bec                  were         1
## 199                     bec                 clear         1
## 200                     bec                     i         1
## 201                     bec                  dont         1
## 202                     bec                  call         1
## 203                     bec                   you         1
## 204                     bbs                   bec         1
## 205                     bec                   bec         1
## 206                     bec                    ur         1
## 207                     all                   bec         1
## 208                     bec               teensya         1
## 209                     bec                   lol         1
## 210                     bec                     i         1
## 211                     bec                 callu         1
## 212                    bebe                   bec         1
## 213                     bec                   bec         1
## 214                     bec                   dat         1
## 215                     all                   bec         1
## 216                     bec                    da         1
## 217                     bec                french         1
## 218                     bec                 uknow         1
## 219                   along                   bec         1
## 220                     bec            withbonjou         1
## 221                      so                    ur         1
## 222                      ur                  were         1
## 223                   clear                    ur         1
## 224                       i                    ur         1
## 225                    dont                    ur         1
## 226                    call                    ur         1
## 227                      ur                   you         1
## 228                     bbs                    ur         1
## 229                     bec                    ur         1
## 230                      ur                    ur         1
## 231                     all                    ur         1
## 232                 teensya                    ur         1
## 233                     lol                    ur         1
## 234                       i                    ur         1
## 235                   callu                    ur         1
## 236                    bebe                    ur         1
## 237                     bec                    ur         1
## 238                     dat                    ur         1
## 239                     all                    ur         1
## 240                      da                    ur         1
## 241                  french                    ur         1
## 242                   uknow                    ur         1
## 243                   along                    ur         1
## 244                      ur            withbonjou         1
## 245                     all                    so         1
## 246                     all                  were         1
## 247                     all                 clear         1
## 248                     all                     i         1
## 249                     all                  dont         1
## 250                     all                  call         1
## 251                     all                   you         1
## 252                     all                   bbs         1
## 253                     all                   bec         1
## 254                     all                    ur         1
## 255                     all                   all         1
## 256                     all               teensya         1
## 257                     all                   lol         1
## 258                     all                     i         1
## 259                     all                 callu         1
## 260                     all                  bebe         1
## 261                     all                   bec         1
## 262                     all                   dat         1
## 263                     all                   all         1
## 264                     all                    da         1
## 265                     all                french         1
## 266                     all                 uknow         1
## 267                     all                 along         1
## 268                     all            withbonjou         1
## 269                      so               teensya         1
## 270                 teensya                  were         1
## 271                   clear               teensya         1
## 272                       i               teensya         1
## 273                    dont               teensya         1
## 274                    call               teensya         1
## 275                 teensya                   you         1
## 276                     bbs               teensya         1
## 277                     bec               teensya         1
## 278                 teensya                    ur         1
## 279                     all               teensya         1
## 280                 teensya               teensya         1
## 281                     lol               teensya         1
## 282                       i               teensya         1
## 283                   callu               teensya         1
## 284                    bebe               teensya         1
## 285                     bec               teensya         1
## 286                     dat               teensya         1
## 287                     all               teensya         1
## 288                      da               teensya         1
## 289                  french               teensya         1
## 290                 teensya                 uknow         1
## 291                   along               teensya         1
## 292                 teensya            withbonjou         1
## 293                     lol                    so         1
## 294                     lol                  were         1
## 295                   clear                   lol         1
## 296                       i                   lol         1
## 297                    dont                   lol         1
## 298                    call                   lol         1
## 299                     lol                   you         1
## 300                     bbs                   lol         1
## 301                     bec                   lol         1
## 302                     lol                    ur         1
## 303                     all                   lol         1
## 304                     lol               teensya         1
## 305                     lol                   lol         1
## 306                       i                   lol         1
## 307                   callu                   lol         1
## 308                    bebe                   lol         1
## 309                     bec                   lol         1
## 310                     dat                   lol         1
## 311                     all                   lol         1
## 312                      da                   lol         1
## 313                  french                   lol         1
## 314                     lol                 uknow         1
## 315                   along                   lol         1
## 316                     lol            withbonjou         1
## 317                       i                    so         1
## 318                       i                  were         1
## 319                   clear                     i         1
## 320                       i                     i         1
## 321                    dont                     i         1
## 322                    call                     i         1
## 323                       i                   you         1
## 324                     bbs                     i         1
## 325                     bec                     i         1
## 326                       i                    ur         1
## 327                     all                     i         1
## 328                       i               teensya         1
## 329                       i                   lol         1
## 330                       i                     i         1
## 331                   callu                     i         1
## 332                    bebe                     i         1
## 333                     bec                     i         1
## 334                     dat                     i         1
## 335                     all                     i         1
## 336                      da                     i         1
## 337                  french                     i         1
## 338                       i                 uknow         1
## 339                   along                     i         1
## 340                       i            withbonjou         1
## 341                   callu                    so         1
## 342                   callu                  were         1
## 343                   callu                 clear         1
## 344                   callu                     i         1
## 345                   callu                  dont         1
## 346                    call                 callu         1
## 347                   callu                   you         1
## 348                     bbs                 callu         1
## 349                     bec                 callu         1
## 350                   callu                    ur         1
## 351                     all                 callu         1
## 352                   callu               teensya         1
## 353                   callu                   lol         1
## 354                   callu                     i         1
## 355                   callu                 callu         1
## 356                    bebe                 callu         1
## 357                     bec                 callu         1
## 358                   callu                   dat         1
## 359                     all                 callu         1
## 360                   callu                    da         1
## 361                   callu                french         1
## 362                   callu                 uknow         1
## 363                   along                 callu         1
## 364                   callu            withbonjou         1
## 365                    bebe                    so         1
## 366                    bebe                  were         1
## 367                    bebe                 clear         1
## 368                    bebe                     i         1
## 369                    bebe                  dont         1
## 370                    bebe                  call         1
## 371                    bebe                   you         1
## 372                     bbs                  bebe         1
## 373                    bebe                   bec         1
## 374                    bebe                    ur         1
## 375                     all                  bebe         1
## 376                    bebe               teensya         1
## 377                    bebe                   lol         1
## 378                    bebe                     i         1
## 379                    bebe                 callu         1
## 380                    bebe                  bebe         1
## 381                    bebe                   bec         1
## 382                    bebe                   dat         1
## 383                     all                  bebe         1
## 384                    bebe                    da         1
## 385                    bebe                french         1
## 386                    bebe                 uknow         1
## 387                   along                  bebe         1
## 388                    bebe            withbonjou         1
## 389                     bec                    so         1
## 390                     bec                  were         1
## 391                     bec                 clear         1
## 392                     bec                     i         1
## 393                     bec                  dont         1
## 394                     bec                  call         1
## 395                     bec                   you         1
## 396                     bbs                   bec         1
## 397                     bec                   bec         1
## 398                     bec                    ur         1
## 399                     all                   bec         1
## 400                     bec               teensya         1
## 401                     bec                   lol         1
## 402                     bec                     i         1
## 403                     bec                 callu         1
## 404                    bebe                   bec         1
## 405                     bec                   bec         1
## 406                     bec                   dat         1
## 407                     all                   bec         1
## 408                     bec                    da         1
## 409                     bec                french         1
## 410                     bec                 uknow         1
## 411                   along                   bec         1
## 412                     bec            withbonjou         1
## 413                     dat                    so         1
## 414                     dat                  were         1
## 415                   clear                   dat         1
## 416                     dat                     i         1
## 417                     dat                  dont         1
## 418                    call                   dat         1
## 419                     dat                   you         1
## 420                     bbs                   dat         1
## 421                     bec                   dat         1
## 422                     dat                    ur         1
## 423                     all                   dat         1
## 424                     dat               teensya         1
## 425                     dat                   lol         1
## 426                     dat                     i         1
## 427                   callu                   dat         1
## 428                    bebe                   dat         1
## 429                     bec                   dat         1
## 430                     dat                   dat         1
## 431                     all                   dat         1
## 432                      da                   dat         1
## 433                     dat                french         1
## 434                     dat                 uknow         1
## 435                   along                   dat         1
## 436                     dat            withbonjou         1
## 437                     all                    so         1
## 438                     all                  were         1
## 439                     all                 clear         1
## 440                     all                     i         1
## 441                     all                  dont         1
## 442                     all                  call         1
## 443                     all                   you         1
## 444                     all                   bbs         1
## 445                     all                   bec         1
## 446                     all                    ur         1
## 447                     all                   all         1
## 448                     all               teensya         1
## 449                     all                   lol         1
## 450                     all                     i         1
## 451                     all                 callu         1
## 452                     all                  bebe         1
## 453                     all                   bec         1
## 454                     all                   dat         1
## 455                     all                   all         1
## 456                     all                    da         1
## 457                     all                french         1
## 458                     all                 uknow         1
## 459                     all                 along         1
## 460                     all            withbonjou         1
## 461                      da                    so         1
## 462                      da                  were         1
## 463                   clear                    da         1
## 464                      da                     i         1
## 465                      da                  dont         1
## 466                    call                    da         1
## 467                      da                   you         1
## 468                     bbs                    da         1
## 469                     bec                    da         1
## 470                      da                    ur         1
## 471                     all                    da         1
## 472                      da               teensya         1
## 473                      da                   lol         1
## 474                      da                     i         1
## 475                   callu                    da         1
## 476                    bebe                    da         1
## 477                     bec                    da         1
## 478                      da                   dat         1
## 479                     all                    da         1
## 480                      da                    da         1
## 481                      da                french         1
## 482                      da                 uknow         1
## 483                   along                    da         1
## 484                      da            withbonjou         1
## 485                  french                    so         1
## 486                  french                  were         1
## 487                   clear                french         1
## 488                  french                     i         1
## 489                    dont                french         1
## 490                    call                french         1
## 491                  french                   you         1
## 492                     bbs                french         1
## 493                     bec                french         1
## 494                  french                    ur         1
## 495                     all                french         1
## 496                  french               teensya         1
## 497                  french                   lol         1
## 498                  french                     i         1
## 499                   callu                french         1
## 500                    bebe                french         1
## 501                     bec                french         1
## 502                     dat                french         1
## 503                     all                french         1
## 504                      da                french         1
## 505                  french                french         1
## 506                  french                 uknow         1
## 507                   along                french         1
## 508                  french            withbonjou         1
## 509                      so                 uknow         1
## 510                   uknow                  were         1
## 511                   clear                 uknow         1
## 512                       i                 uknow         1
## 513                    dont                 uknow         1
## 514                    call                 uknow         1
## 515                   uknow                   you         1
## 516                     bbs                 uknow         1
## 517                     bec                 uknow         1
## 518                   uknow                    ur         1
## 519                     all                 uknow         1
## 520                 teensya                 uknow         1
## 521                     lol                 uknow         1
## 522                       i                 uknow         1
## 523                   callu                 uknow         1
## 524                    bebe                 uknow         1
## 525                     bec                 uknow         1
## 526                     dat                 uknow         1
## 527                     all                 uknow         1
## 528                      da                 uknow         1
## 529                  french                 uknow         1
## 530                   uknow                 uknow         1
## 531                   along                 uknow         1
## 532                   uknow            withbonjou         1
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## 1206                  faith                should         1
## 1207                      n                should         1
## 1208                 religi                should         1
## 1209                 belief                should         1
## 1210                 charli                should         1
## 1211                  hebdo                should         1
## 1212                     be               respect         1
## 1213                     be                    of         1
## 1214                     be               freedom         1
## 1215                     be                    of         1
## 1216                     be               express         1
## 1217                     be                should         1
## 1218                     be                    be         1
## 1219                 balanc                    be         1
## 1220                     be                  with         1
## 1221                     be               freedom         1
## 1222                     be                    of         1
## 1223                     be                 faith         1
## 1224                     be                     n         1
## 1225                     be                religi         1
## 1226                     be                belief         1
## 1227                     be                charli         1
## 1228                     be                 hebdo         1
## 1229                 balanc               respect         1
## 1230                 balanc                    of         1
## 1231                 balanc               freedom         1
## 1232                 balanc                    of         1
## 1233                 balanc               express         1
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## 1242                 balanc                religi         1
## 1243                 balanc                belief         1
## 1244                 balanc                charli         1
## 1245                 balanc                 hebdo         1
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## 1248                freedom                  with         1
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## 1250                express                  with         1
## 1251                 should                  with         1
## 1252                     be                  with         1
## 1253                 balanc                  with         1
## 1254                   with                  with         1
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## 1256                     of                  with         1
## 1257                  faith                  with         1
## 1258                      n                  with         1
## 1259                 religi                  with         1
## 1260                 belief                  with         1
## 1261                 charli                  with         1
## 1262                  hebdo                  with         1
## 1263                freedom               respect         1
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## 1265                freedom               freedom         1
## 1266                freedom                    of         1
## 1267                express               freedom         1
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## 1269                     be               freedom         1
## 1270                 balanc               freedom         1
## 1271                freedom                  with         1
## 1272                freedom               freedom         1
## 1273                freedom                    of         1
## 1274                  faith               freedom         1
## 1275                freedom                     n         1
## 1276                freedom                religi         1
## 1277                 belief               freedom         1
## 1278                 charli               freedom         1
## 1279                freedom                 hebdo         1
## 1280                     of               respect         1
## 1281                     of                    of         1
## 1282                freedom                    of         1
## 1283                     of                    of         1
## 1284                express                    of         1
## 1285                     of                should         1
## 1286                     be                    of         1
## 1287                 balanc                    of         1
## 1288                     of                  with         1
## 1289                freedom                    of         1
## 1290                     of                    of         1
## 1291                  faith                    of         1
## 1292                      n                    of         1
## 1293                     of                religi         1
## 1294                 belief                    of         1
## 1295                 charli                    of         1
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## 1297                  faith               respect         1
## 1298                  faith                    of         1
## 1299                  faith               freedom         1
## 1300                  faith                    of         1
## 1301                express                 faith         1
## 1302                  faith                should         1
## 1303                     be                 faith         1
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## 1305                  faith                  with         1
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## 1310                  faith                religi         1
## 1311                 belief                 faith         1
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## 1328                 belief                     n         1
## 1329                 charli                     n         1
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## 1338                 balanc                religi         1
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## 1345                 belief                religi         1
## 1346                 charli                religi         1
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## 1348                 belief               respect         1
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## 1351                 belief                    of         1
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## 1371                     be                charli         1
## 1372                 balanc                charli         1
## 1373                 charli                  with         1
## 1374                 charli               freedom         1
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## 1379                 belief                charli         1
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## 1389                 balanc                 hebdo         1
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## 1396                 belief                 hebdo         1
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## 1414                   most               retweet         1
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## 1609                   love                    to         1
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## 1622                     be                  love         1
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## 1684                   love               through         1
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## 1688                through               through         1
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## 1690                    and               through         1
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## 1696                   them               through         1
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## 1703                   love                   pen         1
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## 1717                     be                   pen         1
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## 1729                    and                  some         1
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## 1755                     be                  some         1
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## 1759                 psycho               through         1
## 1760                   love               through         1
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## 1772                   them               through         1
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## 1774                     be               through         1
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## 1792                 bullet                should         1
## 1793                     be                bullet         1
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## 1796                   none                  some         1
## 1797                   none                psycho         1
## 1798                   love                  none         1
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## 1800                exercis                  none         1
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## 1810                   none                  them         1
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## 1812                     be                  none         1
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## 1874                     be                  love         1
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## 1894                 defend                    to         1
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## 3292                 charli                websit         1
## 3293                  hebdo                websit         1
## 3294                 attack                websit         1
## 3295                 french                  hack         1
## 3296                   hack                websit         1
## 3297                   hack                  hack         1
## 3298                   hack                    in         1
## 3299                   hack                  wake         1
## 3300                   hack                    of         1
## 3301                 charli                  hack         1
## 3302                   hack                 hebdo         1
## 3303                 attack                  hack         1
## 3304                 french                    in         1
## 3305                     in                websit         1
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## 3308                     in                  wake         1
## 3309                     in                    of         1
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## 3311                  hebdo                    in         1
## 3312                 attack                    in         1
## 3313                 french                  wake         1
## 3314                   wake                websit         1
## 3315                   hack                  wake         1
## 3316                     in                  wake         1
## 3317                   wake                  wake         1
## 3318                     of                  wake         1
## 3319                 charli                  wake         1
## 3320                  hebdo                  wake         1
## 3321                 attack                  wake         1
## 3322                 french                    of         1
## 3323                     of                websit         1
## 3324                   hack                    of         1
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## 3326                     of                  wake         1
## 3327                     of                    of         1
## 3328                 charli                    of         1
## 3329                  hebdo                    of         1
## 3330                 attack                    of         1
## 3331                 charli                french         1
## 3332                 charli                websit         1
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## 3334                 charli                    in         1
## 3335                 charli                  wake         1
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## 3339                 attack                charli         1
## 3340                 french                 hebdo         1
## 3341                  hebdo                websit         1
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## 3344                  hebdo                  wake         1
## 3345                  hebdo                    of         1
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## 3349                 attack                french         1
## 3350                 attack                websit         1
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## 3353                 attack                  wake         1
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## 3388                    doe                  what         1
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## 3392                prophet                  what         1
## 3393               muhammad                  what         1
## 3394                   pbuh                  what         1
## 3395                    cnn                  what         1
## 3396                    bbc                  what         1
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## 3417               muhammad             nonmuslim         1
## 3418              nonmuslim                  pbuh         1
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## 3421                 charli             nonmuslim         1
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## 3424                    doe                  said         1
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## 3444                  about                   bbc         1
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## 3446                  about                 hebdo         1
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## 3448                    doe               prophet         1
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## 3454                   pbuh               prophet         1
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## 3459               muhammad                  what         1
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## 3465               muhammad              muhammad         1
## 3466               muhammad                  pbuh         1
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## 3470                  hebdo              muhammad         1
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## 3472                    doe                  pbuh         1
## 3473              nonmuslim                  pbuh         1
## 3474                   pbuh                  said         1
## 3475                  about                  pbuh         1
## 3476                   pbuh               prophet         1
## 3477               muhammad                  pbuh         1
## 3478                   pbuh                  pbuh         1
## 3479                    cnn                  pbuh         1
## 3480                    bbc                  pbuh         1
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## 3484                    cnn                   doe         1
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## 3489                    cnn              muhammad         1
## 3490                    cnn                  pbuh         1
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## 3501                    bbc              muhammad         1
## 3502                    bbc                  pbuh         1
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## 3513                 charli              muhammad         1
## 3514                 charli                  pbuh         1
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## 3520                    doe                 hebdo         1
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## 3524                  hebdo               prophet         1
## 3525                  hebdo              muhammad         1
## 3526                  hebdo                  pbuh         1
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## 3644                     is                terror         1
## 3645                 insult                   not         1
## 3646                 muslim                   not         1
## 3647              christian                   not         1
## 3648                  faith                   not         1
## 3649                    not                    or         1
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## 3692              christian                speech         1
## 3693                  faith                speech         1
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## 3699                     of                speech         1
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## 3703                 mental                speech         1
## 3704                 speech                terror         1
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## 3719                     it                terror         1
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## 3722              christian                racism         1
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## 3763                 mental                terror         1
## 3764                 terror                terror         1
## 3765                prophet               prophet         1
## 3766               muhammad               prophet         1
## 3767                   pbuh               prophet         1
## 3768               muhammad               prophet         1
## 3769               muhammad              muhammad         1
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## 3772               muhammad                  pbuh         1
## 3773                   pbuh                  pbuh         1
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## 3777                 speech               western         1
## 3778              hypocrisi               western         1
## 3779                 evryth               western         1
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## 3805                freedom                 tweet         1
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## 3827                 evryth                speech         1
## 3828                    but                speech         1
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## 3853              hypocrisi                 tweet         1
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## 3870                    but               western         1
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## 3872                    but                    of         1
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## 3875                    but                evryth         1
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## 3879                    but                   jim         1
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## 3887                freedom                israel         1
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## 4617                 charli                pencil         1
## 4618                 charli                    to         1
## 4619                 charli                   the         1
## 4620                 charli                charli         1
## 4621                 charli                 hebdo         1
## 4622                 attack                charli         1
## 4623                  hebdo                   our         1
## 4624             cartoonist                 hebdo         1
## 4625                  hebdo               respond         1
## 4626                  hebdo                  with         1
## 4627                  hebdo                 their         1
## 4628                  hebdo                pencil         1
## 4629                  hebdo                    to         1
## 4630                  hebdo                   the         1
## 4631                 charli                 hebdo         1
## 4632                  hebdo                 hebdo         1
## 4633                 attack                 hebdo         1
## 4634                 attack                   our         1
## 4635                 attack            cartoonist         1
## 4636                 attack               respond         1
## 4637                 attack                  with         1
## 4638                 attack                 their         1
## 4639                 attack                pencil         1
## 4640                 attack                    to         1
## 4641                 attack                   the         1
## 4642                 attack                charli         1
## 4643                 attack                 hebdo         1
## 4644                 attack                attack         1
## 4645                    the                   the         1
## 4646                  right                   the         1
## 4647                 polici                   the         1
## 4648                    the                    to         1
## 4649                 defeat                   the         1
## 4650                  islam                   the         1
## 4651              fundament                   the         1
## 4652                 charli                   the         1
## 4653                  hebdo                   the         1
## 4654                   iran                   the         1
## 4655              norouhani                   the         1
## 4656                  right                   the         1
## 4657                  right                 right         1
## 4658                 polici                 right         1
## 4659                  right                    to         1
## 4660                 defeat                 right         1
## 4661                  islam                 right         1
## 4662              fundament                 right         1
## 4663                 charli                 right         1
## 4664                  hebdo                 right         1
## 4665                   iran                 right         1
## 4666              norouhani                 right         1
## 4667                 polici                   the         1
## 4668                 polici                 right         1
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## 4670                 polici                    to         1
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## 4674                 charli                polici         1
## 4675                  hebdo                polici         1
## 4676                   iran                polici         1
## 4677              norouhani                polici         1
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## 4679                  right                    to         1
## 4680                 polici                    to         1
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## 4683                  islam                    to         1
## 4684              fundament                    to         1
## 4685                 charli                    to         1
## 4686                  hebdo                    to         1
## 4687                   iran                    to         1
## 4688              norouhani                    to         1
## 4689                 defeat                   the         1
## 4690                 defeat                 right         1
## 4691                 defeat                polici         1
## 4692                 defeat                    to         1
## 4693                 defeat                defeat         1
## 4694                 defeat                 islam         1
## 4695                 defeat             fundament         1
## 4696                 charli                defeat         1
## 4697                 defeat                 hebdo         1
## 4698                 defeat                  iran         1
## 4699                 defeat             norouhani         1
## 4700                  islam                   the         1
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## 4704                 defeat                 islam         1
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## 4706              fundament                 islam         1
## 4707                 charli                 islam         1
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## 4709                   iran                 islam         1
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## 4711              fundament                   the         1
## 4712              fundament                 right         1
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## 4714              fundament                    to         1
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## 4716              fundament                 islam         1
## 4717              fundament             fundament         1
## 4718                 charli             fundament         1
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## 4720              fundament                  iran         1
## 4721              fundament             norouhani         1
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## 4723                 charli                 right         1
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## 4728                 charli             fundament         1
## 4729                 charli                charli         1
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## 4731                 charli                  iran         1
## 4732                 charli             norouhani         1
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## 4734                  hebdo                 right         1
## 4735                  hebdo                polici         1
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## 4737                 defeat                 hebdo         1
## 4738                  hebdo                 islam         1
## 4739              fundament                 hebdo         1
## 4740                 charli                 hebdo         1
## 4741                  hebdo                 hebdo         1
## 4742                  hebdo                  iran         1
## 4743                  hebdo             norouhani         1
## 4744                   iran                   the         1
## 4745                   iran                 right         1
## 4746                   iran                polici         1
## 4747                   iran                    to         1
## 4748                 defeat                  iran         1
## 4749                   iran                 islam         1
## 4750              fundament                  iran         1
## 4751                 charli                  iran         1
## 4752                  hebdo                  iran         1
## 4753                   iran                  iran         1
## 4754                   iran             norouhani         1
## 4755              norouhani                   the         1
## 4756              norouhani                 right         1
## 4757              norouhani                polici         1
## 4758              norouhani                    to         1
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## 4760                  islam             norouhani         1
## 4761              fundament             norouhani         1
## 4762                 charli             norouhani         1
## 4763                  hebdo             norouhani         1
## 4764                   iran             norouhani         1
## 4765              norouhani             norouhani         1
## 4766                    who                   who         1
## 4767                     is                   who         1
## 4768               muhammad                   who         1
## 4769                   peac                   who         1
## 4770                     be                   who         1
## 4771                   upon                   who         1
## 4772                    him                   who         1
## 4773                     is                   who         1
## 4774                     is                    is         1
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## 4776                     is                  peac         1
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## 4778                     is                  upon         1
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## 4781                     is              muhammad         1
## 4782               muhammad              muhammad         1
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## 4785               muhammad                  upon         1
## 4786                    him              muhammad         1
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## 4788                     is                  peac         1
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## 4790                   peac                  peac         1
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## 4793                    him                  peac         1
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## 4795                     be                    is         1
## 4796                     be              muhammad         1
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## 4798                     be                    be         1
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## 4800                     be                   him         1
## 4801                   upon                   who         1
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## 4804                   peac                  upon         1
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## 4806                   upon                  upon         1
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## 4808                    him                   who         1
## 4809                    him                    is         1
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## 4823                     at               protest         1
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## 4833                  least                  mani         1
## 4834                  least                  more         1
## 4835                  injur                 least         1
## 4836                     in                 least         1
## 4837                  least               violent         1
## 4838                  least               protest         1
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## 4840                  least                 niger         1
## 4841                against                 least         1
## 4842                 charli                 least         1
## 4843                  hebdo                 least         1
## 4844                cartoon                 least         1
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## 4846                   kill                 least         1
## 4847                   kill                  kill         1
## 4848                   kill                  mani         1
## 4849                   kill                  more         1
## 4850                  injur                  kill         1
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## 4853                   kill               protest         1
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## 4856                against                  kill         1
## 4857                 charli                  kill         1
## 4858                  hebdo                  kill         1
## 4859                cartoon                  kill         1
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## 4862                   kill                  mani         1
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## 4864                   mani                  more         1
## 4865                  injur                  mani         1
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## 4868                   mani               protest         1
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## 4883                   more               protest         1
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## 4886                against                  more         1
## 4887                 charli                  more         1
## 4888                  hebdo                  more         1
## 4889                cartoon                  more         1
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## 4891                  injur                 least         1
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## 4894                  injur                  more         1
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## 4898                  injur               protest         1
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## 4901                against                 injur         1
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## 4903                  hebdo                 injur         1
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## 4924                   more               violent         1
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## 4928                protest               violent         1
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## 4931                against               violent         1
## 4932                 charli               violent         1
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## 4934                cartoon               violent         1
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## 4953                     in                  mani         1
## 4954                     in                  more         1
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## 4958                     in               protest         1
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## 4969                   more                 niger         1
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## 4973                  niger               protest         1
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## 4977                 charli                 niger         1
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## 4988                against               protest         1
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## 4990                against                 niger         1
## 4991                against               against         1
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## 4993                against                 hebdo         1
## 4994                against               cartoon         1
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## 5003                 charli               protest         1
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## 5006                against                charli         1
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## 5014                  hebdo                  more         1
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## 5021                against                 hebdo         1
## 5022                 charli                 hebdo         1
## 5023                  hebdo                 hebdo         1
## 5024                cartoon                 hebdo         1
## 5025                     at               cartoon         1
## 5026                cartoon                 least         1
## 5027                cartoon                  kill         1
## 5028                cartoon                  mani         1
## 5029                cartoon                  more         1
## 5030                cartoon                 injur         1
## 5031                cartoon                    in         1
## 5032                cartoon               violent         1
## 5033                cartoon               protest         1
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## 5036                against               cartoon         1
## 5037                cartoon                charli         1
## 5038                cartoon                 hebdo         1
## 5039                cartoon               cartoon         1
## 5040                  roger                 roger         1
## 5041                garaudi                 roger         1
## 5042                  roger                 trial         1
## 5043                 becaus                 roger         1
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## 5049                garaudi               garaudi         1
## 5050                garaudi                 trial         1
## 5051                 becaus               garaudi         1
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## 5056                  roger                 trial         1
## 5057                garaudi                 trial         1
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## 5085                 critic                critic         1
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## 5088                  roger                   the         1
## 5089                garaudi                   the         1
## 5090                    the                 trial         1
## 5091                 becaus                   the         1
## 5092                     he                   the         1
## 5093                 critic                   the         1
## 5094                    the                   the         1
## 5095              holocaust                   the         1
## 5096              holocaust                 roger         1
## 5097                garaudi             holocaust         1
## 5098              holocaust                 trial         1
## 5099                 becaus             holocaust         1
## 5100                     he             holocaust         1
## 5101                 critic             holocaust         1
## 5102              holocaust                   the         1
## 5103              holocaust             holocaust         1
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## 5105                success                   the         1
## 5106                     of                   the         1
## 5107                    the                   the         1
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## 5109                   issu                   the         1
## 5110                     of                   the         1
## 5111                 charli                   the         1
## 5112                  hebdo                   the         1
## 5113                   show                   the         1
## 5114                   that                   the         1
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## 5118                 courag                   the         1
## 5119                magazin                   the         1
## 5120                    can                   the         1
## 5121                  still                   the         1
## 5122                   make                   the         1
## 5123                      a                   the         1
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## 5125                success                   the         1
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## 5142                  still               success         1
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## 5170                    the                   the         1
## 5171                  moham                   the         1
## 5172                   issu                   the         1
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## 5174                 charli                   the         1
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## 5176                   show                   the         1
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## 5180                  littl                   the         1
## 5181                 courag                   the         1
## 5182                magazin                   the         1
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## 5184                  still                   the         1
## 5185                   make                   the         1
## 5186                      a                   the         1
## 5187                prophet                   the         1
## 5188                  moham                   the         1
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## 5191                  moham                   the         1
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## 5196                  hebdo                 moham         1
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## 5199                  moham                  with         1
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## 5202                 courag                 moham         1
## 5203                magazin                 moham         1
## 5204                    can                 moham         1
## 5205                  moham                 still         1
## 5206                   make                 moham         1
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## 5215                   issu                    of         1
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## 5218                   issu                  show         1
## 5219                   issu                  that         1
## 5220                   issu                  with         1
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## 5222                   issu                 littl         1
## 5223                 courag                  issu         1
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## 5225                    can                  issu         1
## 5226                   issu                 still         1
## 5227                   issu                  make         1
## 5228                      a                  issu         1
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## 5278                  hebdo                    of         1
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## 5282                  hebdo                  that         1
## 5283                  hebdo                  with         1
## 5284                      a                 hebdo         1
## 5285                  hebdo                 littl         1
## 5286                 courag                 hebdo         1
## 5287                  hebdo               magazin         1
## 5288                    can                 hebdo         1
## 5289                  hebdo                 still         1
## 5290                  hebdo                  make         1
## 5291                      a                 hebdo         1
## 5292                  hebdo               prophet         1
## 5293                   show                   the         1
## 5294                   show               success         1
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## 5296                   show                   the         1
## 5297                  moham                  show         1
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## 5299                     of                  show         1
## 5300                 charli                  show         1
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## 5304                   show                  with         1
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## 5306                  littl                  show         1
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## 5308                magazin                  show         1
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## 5310                   show                 still         1
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## 5312                      a                  show         1
## 5313                prophet                  show         1
## 5314                   that                   the         1
## 5315                success                  that         1
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## 5317                   that                   the         1
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## 5319                   issu                  that         1
## 5320                     of                  that         1
## 5321                 charli                  that         1
## 5322                  hebdo                  that         1
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## 5324                   that                  that         1
## 5325                   that                  with         1
## 5326                      a                  that         1
## 5327                  littl                  that         1
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## 5329                magazin                  that         1
## 5330                    can                  that         1
## 5331                  still                  that         1
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## 5333                      a                  that         1
## 5334                prophet                  that         1
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## 5415                 courag                 still         1
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## 5439                magazin               prophet         1
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## 5443                    can                   the         1
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## 5455                    can               magazin         1
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## 5460                    can               prophet         1
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## 5464                  still                   the         1
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## 5468                 charli                 still         1
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## 5476                magazin                 still         1
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## 5481                prophet                 still         1
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## 5483                   make               success         1
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## 5485                   make                   the         1
## 5486                   make                 moham         1
## 5487                   issu                  make         1
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## 5497                magazin                  make         1
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## 5499                   make                 still         1
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## 5579                    buy               magazin         1
## 5580                    buy                   for         1
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## 5582                    buy                   not         1
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## 5586                    buy                charli         1
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## 5638                 charli                  what         1
## 5639                  hebdo                  what         1
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## 5642                    buy                   not         1
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## 5788                  didnt                 guard         1
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## 6967                holland                  that         1
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## 6994                   look                pictur         1
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## 6997                holland                  look         1
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## 7001                    bid                  like         1
## 7002                   like                    to         1
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## 7007                holland                  like         1
## 7008                   like                  look         1
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## 7018                  idiot                  look         1
## 7019                  idiot                  like         1
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## 7032          ilovemuhammad                mother         1
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## 7045                      i                mother         1
## 7046                 father                     i         1
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## 7050                   love                    my         1
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## 7054                   love                  than         1
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## 7057                   love                    my         1
## 7058                   love                mother         1
## 7059                 father                  love         1
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## 7062                   love                    my         1
## 7063                     my                    my         1
## 7064                     my               prophet         1
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## 7067                     my                  than         1
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## 7072                 father                    my         1
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## 7075                   love               prophet         1
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## 7083                     my               prophet         1
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## 7085                 father               prophet         1
## 7086          ilovemuhammad              muhammad         1
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## 7088                   love              muhammad         1
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## 7095                   love              muhammad         1
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## 7098                 father              muhammad         1
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## 7102                   more                    my         1
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## 7109                   more                    my         1
## 7110                   more                mother         1
## 7111                 father                  more         1
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## 7116                prophet                  than         1
## 7117               muhammad                  than         1
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## 7121                   love                  than         1
## 7122                     my                  than         1
## 7123                 mother                  than         1
## 7124                 father                  than         1
## 7125                      i         ilovemuhammad         1
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## 7127                      i                  love         1
## 7128                      i                    my         1
## 7129                      i               prophet         1
## 7130                      i              muhammad         1
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## 7132                      i                  than         1
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## 7134                      i                  love         1
## 7135                      i                    my         1
## 7136                      i                mother         1
## 7137                 father                     i         1
## 7138          ilovemuhammad                  love         1
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## 7140                   love                  love         1
## 7141                   love                    my         1
## 7142                   love               prophet         1
## 7143                   love              muhammad         1
## 7144                   love                  more         1
## 7145                   love                  than         1
## 7146                      i                  love         1
## 7147                   love                  love         1
## 7148                   love                    my         1
## 7149                   love                mother         1
## 7150                 father                  love         1
## 7151          ilovemuhammad                    my         1
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## 7153                   love                    my         1
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## 7158                     my                  than         1
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## 7161                     my                    my         1
## 7162                 mother                    my         1
## 7163                 father                    my         1
## 7164          ilovemuhammad                mother         1
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## 7166                   love                mother         1
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## 7170                   more                mother         1
## 7171                 mother                  than         1
## 7172                      i                mother         1
## 7173                   love                mother         1
## 7174                 mother                    my         1
## 7175                 mother                mother         1
## 7176                 father                mother         1
## 7177                 father         ilovemuhammad         1
## 7178                 father                     i         1
## 7179                 father                  love         1
## 7180                 father                    my         1
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## 7182                 father              muhammad         1
## 7183                 father                  more         1
## 7184                 father                  than         1
## 7185                 father                     i         1
## 7186                 father                  love         1
## 7187                 father                    my         1
## 7188                 father                mother         1
## 7189                 father                father         1
## 7190                     so                    so         1
## 7191                    how                    so         1
## 7192                   mani                    so         1
## 7193                  other                    so         1
## 7194                   feel                    so         1
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## 7199                  donat                    so         1
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## 7212                    how                  mani         1
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## 7214                   feel                   how         1
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## 7234                   feel                  mani         1
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## 7240                   mani                   the         1
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## 7271                   feel                   how         1
## 7272                   feel                  mani         1
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## 7291                    how                  that         1
## 7292                   mani                  that         1
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## 7294                   feel                  that         1
## 7295                   that                  that         1
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## 8443                   mean                  that         1
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## 8603           ilovemuhamma                  mean         1
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## 10031                    in               karachi         1
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## 10033                    in               protest         1
## 10034                    in                  over         1
## 10035                charli                    in         1
## 10036                 hebdo                    in         1
## 10037                 cover                    in         1
## 10038                 clash               karachi         1
## 10039               karachi                  near         1
## 10040                french               karachi         1
## 10041                consul               karachi         1
## 10042                    in               karachi         1
## 10043               karachi               karachi         1
## 10044                    at               karachi         1
## 10045               karachi               protest         1
## 10046               karachi                  over         1
## 10047                charli               karachi         1
## 10048                 hebdo               karachi         1
## 10049                 cover               karachi         1
## 10050                    at                 clash         1
## 10051                    at                  near         1
## 10052                    at                french         1
## 10053                    at                consul         1
## 10054                    at                    in         1
## 10055                    at               karachi         1
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## 10057                    at               protest         1
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## 10059                    at                charli         1
## 10060                    at                 hebdo         1
## 10061                    at                 cover         1
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## 10063                  near               protest         1
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## 10065                consul               protest         1
## 10066                    in               protest         1
## 10067               karachi               protest         1
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## 10069               protest               protest         1
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## 10071                charli               protest         1
## 10072                 hebdo               protest         1
## 10073                 cover               protest         1
## 10074                 clash                  over         1
## 10075                  near                  over         1
## 10076                french                  over         1
## 10077                consul                  over         1
## 10078                    in                  over         1
## 10079               karachi                  over         1
## 10080                    at                  over         1
## 10081                  over               protest         1
## 10082                  over                  over         1
## 10083                charli                  over         1
## 10084                 hebdo                  over         1
## 10085                 cover                  over         1
## 10086                charli                 clash         1
## 10087                charli                  near         1
## 10088                charli                french         1
## 10089                charli                consul         1
## 10090                charli                    in         1
## 10091                charli               karachi         1
## 10092                    at                charli         1
## 10093                charli               protest         1
## 10094                charli                  over         1
## 10095                charli                charli         1
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## 10097                charli                 cover         1
## 10098                 clash                 hebdo         1
## 10099                 hebdo                  near         1
## 10100                french                 hebdo         1
## 10101                consul                 hebdo         1
## 10102                 hebdo                    in         1
## 10103                 hebdo               karachi         1
## 10104                    at                 hebdo         1
## 10105                 hebdo               protest         1
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## 10107                charli                 hebdo         1
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## 10110                 clash                 cover         1
## 10111                 cover                  near         1
## 10112                 cover                french         1
## 10113                consul                 cover         1
## 10114                 cover                    in         1
## 10115                 cover               karachi         1
## 10116                    at                 cover         1
## 10117                 cover               protest         1
## 10118                 cover                  over         1
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## 10121                 cover                 cover         1
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## 10123                charli                  sinc         1
## 10124                 hebdo                  sinc         1
## 10125            antimuslim                  sinc         1
## 10126                  hate                  sinc         1
## 10127                 crime                  sinc         1
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## 10129                  more                  sinc         1
## 10130                  sinc                  than         1
## 10131                  sinc              twodozen         1
## 10132                 mosqu                  sinc         1
## 10133                attack                  sinc         1
## 10134                  sinc                     w         1
## 10135               gunshot                  sinc         1
## 10136                   pig                  sinc         1
## 10137                  head                  sinc         1
## 10138                  http                  sinc         1
## 10139                charli                  sinc         1
## 10140                charli                charli         1
## 10141                charli                 hebdo         1
## 10142            antimuslim                charli         1
## 10143                charli                  hate         1
## 10144                charli                 crime         1
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## 10146                charli                  more         1
## 10147                charli                  than         1
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## 10149                charli                 mosqu         1
## 10150                attack                charli         1
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## 10152                charli               gunshot         1
## 10153                charli                   pig         1
## 10154                charli                  head         1
## 10155                charli                  http         1
## 10156                 hebdo                  sinc         1
## 10157                charli                 hebdo         1
## 10158                 hebdo                 hebdo         1
## 10159            antimuslim                 hebdo         1
## 10160                  hate                 hebdo         1
## 10161                 crime                 hebdo         1
## 10162                 hebdo                includ         1
## 10163                 hebdo                  more         1
## 10164                 hebdo                  than         1
## 10165                 hebdo              twodozen         1
## 10166                 hebdo                 mosqu         1
## 10167                attack                 hebdo         1
## 10168                 hebdo                     w         1
## 10169               gunshot                 hebdo         1
## 10170                 hebdo                   pig         1
## 10171                  head                 hebdo         1
## 10172                 hebdo                  http         1
## 10173            antimuslim                  sinc         1
## 10174            antimuslim                charli         1
## 10175            antimuslim                 hebdo         1
## 10176            antimuslim            antimuslim         1
## 10177            antimuslim                  hate         1
## 10178            antimuslim                 crime         1
## 10179            antimuslim                includ         1
## 10180            antimuslim                  more         1
## 10181            antimuslim                  than         1
## 10182            antimuslim              twodozen         1
## 10183            antimuslim                 mosqu         1
## 10184            antimuslim                attack         1
## 10185            antimuslim                     w         1
## 10186            antimuslim               gunshot         1
## 10187            antimuslim                   pig         1
## 10188            antimuslim                  head         1
## 10189            antimuslim                  http         1
## 10190                  hate                  sinc         1
## 10191                charli                  hate         1
## 10192                  hate                 hebdo         1
## 10193            antimuslim                  hate         1
## 10194                  hate                  hate         1
## 10195                 crime                  hate         1
## 10196                  hate                includ         1
## 10197                  hate                  more         1
## 10198                  hate                  than         1
## 10199                  hate              twodozen         1
## 10200                  hate                 mosqu         1
## 10201                attack                  hate         1
## 10202                  hate                     w         1
## 10203               gunshot                  hate         1
## 10204                  hate                   pig         1
## 10205                  hate                  head         1
## 10206                  hate                  http         1
## 10207                 crime                  sinc         1
## 10208                charli                 crime         1
## 10209                 crime                 hebdo         1
## 10210            antimuslim                 crime         1
## 10211                 crime                  hate         1
## 10212                 crime                 crime         1
## 10213                 crime                includ         1
## 10214                 crime                  more         1
## 10215                 crime                  than         1
## 10216                 crime              twodozen         1
## 10217                 crime                 mosqu         1
## 10218                attack                 crime         1
## 10219                 crime                     w         1
## 10220                 crime               gunshot         1
## 10221                 crime                   pig         1
## 10222                 crime                  head         1
## 10223                 crime                  http         1
## 10224                includ                  sinc         1
## 10225                charli                includ         1
## 10226                 hebdo                includ         1
## 10227            antimuslim                includ         1
## 10228                  hate                includ         1
## 10229                 crime                includ         1
## 10230                includ                includ         1
## 10231                includ                  more         1
## 10232                includ                  than         1
## 10233                includ              twodozen         1
## 10234                includ                 mosqu         1
## 10235                attack                includ         1
## 10236                includ                     w         1
## 10237               gunshot                includ         1
## 10238                includ                   pig         1
## 10239                  head                includ         1
## 10240                  http                includ         1
## 10241                  more                  sinc         1
## 10242                charli                  more         1
## 10243                 hebdo                  more         1
## 10244            antimuslim                  more         1
## 10245                  hate                  more         1
## 10246                 crime                  more         1
## 10247                includ                  more         1
## 10248                  more                  more         1
## 10249                  more                  than         1
## 10250                  more              twodozen         1
## 10251                  more                 mosqu         1
## 10252                attack                  more         1
## 10253                  more                     w         1
## 10254               gunshot                  more         1
## 10255                  more                   pig         1
## 10256                  head                  more         1
## 10257                  http                  more         1
## 10258                  sinc                  than         1
## 10259                charli                  than         1
## 10260                 hebdo                  than         1
## 10261            antimuslim                  than         1
## 10262                  hate                  than         1
## 10263                 crime                  than         1
## 10264                includ                  than         1
## 10265                  more                  than         1
## 10266                  than                  than         1
## 10267                  than              twodozen         1
## 10268                 mosqu                  than         1
## 10269                attack                  than         1
## 10270                  than                     w         1
## 10271               gunshot                  than         1
## 10272                   pig                  than         1
## 10273                  head                  than         1
## 10274                  http                  than         1
## 10275                  sinc              twodozen         1
## 10276                charli              twodozen         1
## 10277                 hebdo              twodozen         1
## 10278            antimuslim              twodozen         1
## 10279                  hate              twodozen         1
## 10280                 crime              twodozen         1
## 10281                includ              twodozen         1
## 10282                  more              twodozen         1
## 10283                  than              twodozen         1
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## 10285                 mosqu              twodozen         1
## 10286                attack              twodozen         1
## 10287              twodozen                     w         1
## 10288               gunshot              twodozen         1
## 10289                   pig              twodozen         1
## 10290                  head              twodozen         1
## 10291                  http              twodozen         1
## 10292                 mosqu                  sinc         1
## 10293                charli                 mosqu         1
## 10294                 hebdo                 mosqu         1
## 10295            antimuslim                 mosqu         1
## 10296                  hate                 mosqu         1
## 10297                 crime                 mosqu         1
## 10298                includ                 mosqu         1
## 10299                  more                 mosqu         1
## 10300                 mosqu                  than         1
## 10301                 mosqu              twodozen         1
## 10302                 mosqu                 mosqu         1
## 10303                attack                 mosqu         1
## 10304                 mosqu                     w         1
## 10305               gunshot                 mosqu         1
## 10306                 mosqu                   pig         1
## 10307                  head                 mosqu         1
## 10308                  http                 mosqu         1
## 10309                attack                  sinc         1
## 10310                attack                charli         1
## 10311                attack                 hebdo         1
## 10312            antimuslim                attack         1
## 10313                attack                  hate         1
## 10314                attack                 crime         1
## 10315                attack                includ         1
## 10316                attack                  more         1
## 10317                attack                  than         1
## 10318                attack              twodozen         1
## 10319                attack                 mosqu         1
## 10320                attack                attack         1
## 10321                attack                     w         1
## 10322                attack               gunshot         1
## 10323                attack                   pig         1
## 10324                attack                  head         1
## 10325                attack                  http         1
## 10326                  sinc                     w         1
## 10327                charli                     w         1
## 10328                 hebdo                     w         1
## 10329            antimuslim                     w         1
## 10330                  hate                     w         1
## 10331                 crime                     w         1
## 10332                includ                     w         1
## 10333                  more                     w         1
## 10334                  than                     w         1
## 10335              twodozen                     w         1
## 10336                 mosqu                     w         1
## 10337                attack                     w         1
## 10338                     w                     w         1
## 10339               gunshot                     w         1
## 10340                   pig                     w         1
## 10341                  head                     w         1
## 10342                  http                     w         1
## 10343               gunshot                  sinc         1
## 10344                charli               gunshot         1
## 10345               gunshot                 hebdo         1
## 10346            antimuslim               gunshot         1
## 10347               gunshot                  hate         1
## 10348                 crime               gunshot         1
## 10349               gunshot                includ         1
## 10350               gunshot                  more         1
## 10351               gunshot                  than         1
## 10352               gunshot              twodozen         1
## 10353               gunshot                 mosqu         1
## 10354                attack               gunshot         1
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## 10356               gunshot               gunshot         1
## 10357               gunshot                   pig         1
## 10358               gunshot                  head         1
## 10359               gunshot                  http         1
## 10360                   pig                  sinc         1
## 10361                charli                   pig         1
## 10362                 hebdo                   pig         1
## 10363            antimuslim                   pig         1
## 10364                  hate                   pig         1
## 10365                 crime                   pig         1
## 10366                includ                   pig         1
## 10367                  more                   pig         1
## 10368                   pig                  than         1
## 10369                   pig              twodozen         1
## 10370                 mosqu                   pig         1
## 10371                attack                   pig         1
## 10372                   pig                     w         1
## 10373               gunshot                   pig         1
## 10374                   pig                   pig         1
## 10375                  head                   pig         1
## 10376                  http                   pig         1
## 10377                  head                  sinc         1
## 10378                charli                  head         1
## 10379                  head                 hebdo         1
## 10380            antimuslim                  head         1
## 10381                  hate                  head         1
## 10382                 crime                  head         1
## 10383                  head                includ         1
## 10384                  head                  more         1
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## 10386                  head              twodozen         1
## 10387                  head                 mosqu         1
## 10388                attack                  head         1
## 10389                  head                     w         1
## 10390               gunshot                  head         1
## 10391                  head                   pig         1
## 10392                  head                  head         1
## 10393                  head                  http         1
## 10394                  http                  sinc         1
## 10395                charli                  http         1
## 10396                 hebdo                  http         1
## 10397            antimuslim                  http         1
## 10398                  hate                  http         1
## 10399                 crime                  http         1
## 10400                  http                includ         1
## 10401                  http                  more         1
## 10402                  http                  than         1
## 10403                  http              twodozen         1
## 10404                  http                 mosqu         1
## 10405                attack                  http         1
## 10406                  http                     w         1
## 10407               gunshot                  http         1
## 10408                  http                   pig         1
## 10409                  head                  http         1
## 10410                  http                  http         1
## 10411                 pleas                 pleas         1
## 10412               freedom                 pleas         1
## 10413                    of                 pleas         1
## 10414                 pleas                speech         1
## 10415                   not                 pleas         1
## 10416                    if                 pleas         1
## 10417                 pleas                  your         1
## 10418                  deal                 pleas         1
## 10419                 pleas                  with         1
## 10420                israel                 pleas         1
## 10421                    je                 pleas         1
## 10422                    ne                 pleas         1
## 10423                 pleas                   sui         1
## 10424                   pas                 pleas         1
## 10425                charli                 pleas         1
## 10426               freedom                 pleas         1
## 10427               freedom               freedom         1
## 10428               freedom                    of         1
## 10429               freedom                speech         1
## 10430               freedom                   not         1
## 10431               freedom                    if         1
## 10432               freedom                  your         1
## 10433                  deal               freedom         1
## 10434               freedom                  with         1
## 10435               freedom                israel         1
## 10436               freedom                    je         1
## 10437               freedom                    ne         1
## 10438               freedom                   sui         1
## 10439               freedom                   pas         1
## 10440                charli               freedom         1
## 10441                    of                 pleas         1
## 10442               freedom                    of         1
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## 10444                    of                speech         1
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## 10446                    if                    of         1
## 10447                    of                  your         1
## 10448                  deal                    of         1
## 10449                    of                  with         1
## 10450                israel                    of         1
## 10451                    je                    of         1
## 10452                    ne                    of         1
## 10453                    of                   sui         1
## 10454                    of                   pas         1
## 10455                charli                    of         1
## 10456                 pleas                speech         1
## 10457               freedom                speech         1
## 10458                    of                speech         1
## 10459                speech                speech         1
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## 10461                    if                speech         1
## 10462                speech                  your         1
## 10463                  deal                speech         1
## 10464                speech                  with         1
## 10465                israel                speech         1
## 10466                    je                speech         1
## 10467                    ne                speech         1
## 10468                speech                   sui         1
## 10469                   pas                speech         1
## 10470                charli                speech         1
## 10471                   not                 pleas         1
## 10472               freedom                   not         1
## 10473                   not                    of         1
## 10474                   not                speech         1
## 10475                   not                   not         1
## 10476                    if                   not         1
## 10477                   not                  your         1
## 10478                  deal                   not         1
## 10479                   not                  with         1
## 10480                israel                   not         1
## 10481                    je                   not         1
## 10482                    ne                   not         1
## 10483                   not                   sui         1
## 10484                   not                   pas         1
## 10485                charli                   not         1
## 10486                    if                 pleas         1
## 10487               freedom                    if         1
## 10488                    if                    of         1
## 10489                    if                speech         1
## 10490                    if                   not         1
## 10491                    if                    if         1
## 10492                    if                  your         1
## 10493                  deal                    if         1
## 10494                    if                  with         1
## 10495                    if                israel         1
## 10496                    if                    je         1
## 10497                    if                    ne         1
## 10498                    if                   sui         1
## 10499                    if                   pas         1
## 10500                charli                    if         1
## 10501                 pleas                  your         1
## 10502               freedom                  your         1
## 10503                    of                  your         1
## 10504                speech                  your         1
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## 10506                    if                  your         1
## 10507                  your                  your         1
## 10508                  deal                  your         1
## 10509                  with                  your         1
## 10510                israel                  your         1
## 10511                    je                  your         1
## 10512                    ne                  your         1
## 10513                   sui                  your         1
## 10514                   pas                  your         1
## 10515                charli                  your         1
## 10516                  deal                 pleas         1
## 10517                  deal               freedom         1
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## 10519                  deal                speech         1
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## 10521                  deal                    if         1
## 10522                  deal                  your         1
## 10523                  deal                  deal         1
## 10524                  deal                  with         1
## 10525                  deal                israel         1
## 10526                  deal                    je         1
## 10527                  deal                    ne         1
## 10528                  deal                   sui         1
## 10529                  deal                   pas         1
## 10530                charli                  deal         1
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## 10532               freedom                  with         1
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## 10534                speech                  with         1
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## 10536                    if                  with         1
## 10537                  with                  your         1
## 10538                  deal                  with         1
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## 10541                    je                  with         1
## 10542                    ne                  with         1
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## 10544                   pas                  with         1
## 10545                charli                  with         1
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## 10547               freedom                israel         1
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## 10549                israel                speech         1
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## 10551                    if                israel         1
## 10552                israel                  your         1
## 10553                  deal                israel         1
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## 10557                israel                    ne         1
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## 10559                israel                   pas         1
## 10560                charli                israel         1
## 10561                    je                 pleas         1
## 10562               freedom                    je         1
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## 10564                    je                speech         1
## 10565                    je                   not         1
## 10566                    if                    je         1
## 10567                    je                  your         1
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## 10569                    je                  with         1
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## 10571                    je                    je         1
## 10572                    je                    ne         1
## 10573                    je                   sui         1
## 10574                    je                   pas         1
## 10575                charli                    je         1
## 10576                    ne                 pleas         1
## 10577               freedom                    ne         1
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## 10579                    ne                speech         1
## 10580                    ne                   not         1
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## 10582                    ne                  your         1
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## 10586                    je                    ne         1
## 10587                    ne                    ne         1
## 10588                    ne                   sui         1
## 10589                    ne                   pas         1
## 10590                charli                    ne         1
## 10591                 pleas                   sui         1
## 10592               freedom                   sui         1
## 10593                    of                   sui         1
## 10594                speech                   sui         1
## 10595                   not                   sui         1
## 10596                    if                   sui         1
## 10597                   sui                  your         1
## 10598                  deal                   sui         1
## 10599                   sui                  with         1
## 10600                israel                   sui         1
## 10601                    je                   sui         1
## 10602                    ne                   sui         1
## 10603                   sui                   sui         1
## 10604                   pas                   sui         1
## 10605                charli                   sui         1
## 10606                   pas                 pleas         1
## 10607               freedom                   pas         1
## 10608                    of                   pas         1
## 10609                   pas                speech         1
## 10610                   not                   pas         1
## 10611                    if                   pas         1
## 10612                   pas                  your         1
## 10613                  deal                   pas         1
## 10614                   pas                  with         1
## 10615                israel                   pas         1
## 10616                    je                   pas         1
## 10617                    ne                   pas         1
## 10618                   pas                   sui         1
## 10619                   pas                   pas         1
## 10620                charli                   pas         1
## 10621                charli                 pleas         1
## 10622                charli               freedom         1
## 10623                charli                    of         1
## 10624                charli                speech         1
## 10625                charli                   not         1
## 10626                charli                    if         1
## 10627                charli                  your         1
## 10628                charli                  deal         1
## 10629                charli                  with         1
## 10630                charli                israel         1
## 10631                charli                    je         1
## 10632                charli                    ne         1
## 10633                charli                   sui         1
## 10634                charli                   pas         1
## 10635                charli                charli         1
## 10636                charli                charli         1
## 10637                charli                 hebdo         1
## 10638                charli               cofound         1
## 10639                charli                 moham         1
## 10640               cartoon                charli         1
## 10641                charli                  went         1
## 10642                charli                   too         1
## 10643                charli                   far         1
## 10644                    by                charli         1
## 10645                charli                 hebdo         1
## 10646                 hebdo                 hebdo         1
## 10647               cofound                 hebdo         1
## 10648                 hebdo                 moham         1
## 10649               cartoon                 hebdo         1
## 10650                 hebdo                  went         1
## 10651                 hebdo                   too         1
## 10652                   far                 hebdo         1
## 10653                    by                 hebdo         1
## 10654                charli               cofound         1
## 10655               cofound                 hebdo         1
## 10656               cofound               cofound         1
## 10657               cofound                 moham         1
## 10658               cartoon               cofound         1
## 10659               cofound                  went         1
## 10660               cofound                   too         1
## 10661               cofound                   far         1
## 10662                    by               cofound         1
## 10663                charli                 moham         1
## 10664                 hebdo                 moham         1
## 10665               cofound                 moham         1
## 10666                 moham                 moham         1
## 10667               cartoon                 moham         1
## 10668                 moham                  went         1
## 10669                 moham                   too         1
## 10670                   far                 moham         1
## 10671                    by                 moham         1
## 10672               cartoon                charli         1
## 10673               cartoon                 hebdo         1
## 10674               cartoon               cofound         1
## 10675               cartoon                 moham         1
## 10676               cartoon               cartoon         1
## 10677               cartoon                  went         1
## 10678               cartoon                   too         1
## 10679               cartoon                   far         1
## 10680                    by               cartoon         1
## 10681                charli                  went         1
## 10682                 hebdo                  went         1
## 10683               cofound                  went         1
## 10684                 moham                  went         1
## 10685               cartoon                  went         1
## 10686                  went                  went         1
## 10687                   too                  went         1
## 10688                   far                  went         1
## 10689                    by                  went         1
## 10690                charli                   too         1
## 10691                 hebdo                   too         1
## 10692               cofound                   too         1
## 10693                 moham                   too         1
## 10694               cartoon                   too         1
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## 13456                  back                   sui         1
## 13457                    je                   sui         1
## 13458                   sui                   sui         1
## 13459                charli                   sui         1
## 13460            cartoonist                charli         1
## 13461                charli                 fight         1
## 13462                  back                charli         1
## 13463                charli                    je         1
## 13464                charli                   sui         1
## 13465                charli                charli         1
## 13466                  mayb                  mayb         1
## 13467                    it                  mayb         1
## 13468                  mayb                 would         1
## 13469                  have                  mayb         1
## 13470                  been                  mayb         1
## 13471                  even                  mayb         1
## 13472                  mayb                  more         1
## 13473                  mayb                  nobl         1
## 13474                   for                  mayb         1
## 13475                  mayb                   the         1
## 13476                 cover                  mayb         1
## 13477                  mayb                    of         1
## 13478                charli                  mayb         1
## 13479                 hebdo                  mayb         1
## 13480                  mayb                    to         1
## 13481                depict                  mayb         1
## 13482                  mayb                   the         1
## 13483                  mayb               prophet         1
## 13484                 carri                  mayb         1
## 13485                     a                  mayb         1
## 13486                  mayb                  sign         1
## 13487                  mayb                  that         1
## 13488                  mayb                  read         1
## 13489                    je                  mayb         1
## 13490                    it                  mayb         1
## 13491                    it                    it         1
## 13492                    it                 would         1
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## 13495                  even                    it         1
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## 13501                    it                    of         1
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## 13503                 hebdo                    it         1
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## 13506                    it                   the         1
## 13507                    it               prophet         1
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## 13512                    it                  read         1
## 13513                    it                    je         1
## 13514                  mayb                 would         1
## 13515                    it                 would         1
## 13516                 would                 would         1
## 13517                  have                 would         1
## 13518                  been                 would         1
## 13519                  even                 would         1
## 13520                  more                 would         1
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## 13522                   for                 would         1
## 13523                   the                 would         1
## 13524                 cover                 would         1
## 13525                    of                 would         1
## 13526                charli                 would         1
## 13527                 hebdo                 would         1
## 13528                    to                 would         1
## 13529                depict                 would         1
## 13530                   the                 would         1
## 13531               prophet                 would         1
## 13532                 carri                 would         1
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## 13534                  sign                 would         1
## 13535                  that                 would         1
## 13536                  read                 would         1
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## 13539                  have                    it         1
## 13540                  have                 would         1
## 13541                  have                  have         1
## 13542                  been                  have         1
## 13543                  even                  have         1
## 13544                  have                  more         1
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## 13546                   for                  have         1
## 13547                  have                   the         1
## 13548                 cover                  have         1
## 13549                  have                    of         1
## 13550                charli                  have         1
## 13551                  have                 hebdo         1
## 13552                  have                    to         1
## 13553                depict                  have         1
## 13554                  have                   the         1
## 13555                  have               prophet         1
## 13556                 carri                  have         1
## 13557                     a                  have         1
## 13558                  have                  sign         1
## 13559                  have                  that         1
## 13560                  have                  read         1
## 13561                  have                    je         1
## 13562                  been                  mayb         1
## 13563                  been                    it         1
## 13564                  been                 would         1
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## 13566                  been                  been         1
## 13567                  been                  even         1
## 13568                  been                  more         1
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## 13570                  been                   for         1
## 13571                  been                   the         1
## 13572                  been                 cover         1
## 13573                  been                    of         1
## 13574                  been                charli         1
## 13575                  been                 hebdo         1
## 13576                  been                    to         1
## 13577                  been                depict         1
## 13578                  been                   the         1
## 13579                  been               prophet         1
## 13580                  been                 carri         1
## 13581                     a                  been         1
## 13582                  been                  sign         1
## 13583                  been                  that         1
## 13584                  been                  read         1
## 13585                  been                    je         1
## 13586                  even                  mayb         1
## 13587                  even                    it         1
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## 13589                  even                  have         1
## 13590                  been                  even         1
## 13591                  even                  even         1
## 13592                  even                  more         1
## 13593                  even                  nobl         1
## 13594                  even                   for         1
## 13595                  even                   the         1
## 13596                 cover                  even         1
## 13597                  even                    of         1
## 13598                charli                  even         1
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## 13600                  even                    to         1
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## 13603                  even               prophet         1
## 13604                 carri                  even         1
## 13605                     a                  even         1
## 13606                  even                  sign         1
## 13607                  even                  that         1
## 13608                  even                  read         1
## 13609                  even                    je         1
## 13610                  mayb                  more         1
## 13611                    it                  more         1
## 13612                  more                 would         1
## 13613                  have                  more         1
## 13614                  been                  more         1
## 13615                  even                  more         1
## 13616                  more                  more         1
## 13617                  more                  nobl         1
## 13618                   for                  more         1
## 13619                  more                   the         1
## 13620                 cover                  more         1
## 13621                  more                    of         1
## 13622                charli                  more         1
## 13623                 hebdo                  more         1
## 13624                  more                    to         1
## 13625                depict                  more         1
## 13626                  more                   the         1
## 13627                  more               prophet         1
## 13628                 carri                  more         1
## 13629                     a                  more         1
## 13630                  more                  sign         1
## 13631                  more                  that         1
## 13632                  more                  read         1
## 13633                    je                  more         1
## 13634                  mayb                  nobl         1
## 13635                    it                  nobl         1
## 13636                  nobl                 would         1
## 13637                  have                  nobl         1
## 13638                  been                  nobl         1
## 13639                  even                  nobl         1
## 13640                  more                  nobl         1
## 13641                  nobl                  nobl         1
## 13642                   for                  nobl         1
## 13643                  nobl                   the         1
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## 13645                  nobl                    of         1
## 13646                charli                  nobl         1
## 13647                 hebdo                  nobl         1
## 13648                  nobl                    to         1
## 13649                depict                  nobl         1
## 13650                  nobl                   the         1
## 13651                  nobl               prophet         1
## 13652                 carri                  nobl         1
## 13653                     a                  nobl         1
## 13654                  nobl                  sign         1
## 13655                  nobl                  that         1
## 13656                  nobl                  read         1
## 13657                    je                  nobl         1
## 13658                   for                  mayb         1
## 13659                   for                    it         1
## 13660                   for                 would         1
## 13661                   for                  have         1
## 13662                  been                   for         1
## 13663                  even                   for         1
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## 13666                   for                   for         1
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## 13669                   for                    of         1
## 13670                charli                   for         1
## 13671                   for                 hebdo         1
## 13672                   for                    to         1
## 13673                depict                   for         1
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## 13675                   for               prophet         1
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## 13677                     a                   for         1
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## 13680                   for                  read         1
## 13681                   for                    je         1
## 13682                  mayb                   the         1
## 13683                    it                   the         1
## 13684                   the                 would         1
## 13685                  have                   the         1
## 13686                  been                   the         1
## 13687                  even                   the         1
## 13688                  more                   the         1
## 13689                  nobl                   the         1
## 13690                   for                   the         1
## 13691                   the                   the         1
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## 13693                    of                   the         1
## 13694                charli                   the         1
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## 13696                   the                    to         1
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## 13698                   the                   the         1
## 13699               prophet                   the         1
## 13700                 carri                   the         1
## 13701                     a                   the         1
## 13702                  sign                   the         1
## 13703                  that                   the         1
## 13704                  read                   the         1
## 13705                    je                   the         1
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## 13714                 cover                   for         1
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## 13718                charli                 cover         1
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## 13720                 cover                    to         1
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## 13723                 cover               prophet         1
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## 13726                 cover                  sign         1
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## 13728                 cover                  read         1
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## 13731                    it                    of         1
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## 13735                  even                    of         1
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## 13743                 hebdo                    of         1
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## 13747                    of               prophet         1
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## 13752                    of                  read         1
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## 13771                charli               prophet         1
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## 13776                charli                  read         1
## 13777                charli                    je         1
## 13778                 hebdo                  mayb         1
## 13779                 hebdo                    it         1
## 13780                 hebdo                 would         1
## 13781                  have                 hebdo         1
## 13782                  been                 hebdo         1
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## 13818                   the                    to         1
## 13819               prophet                    to         1
## 13820                 carri                    to         1
## 13821                     a                    to         1
## 13822                  sign                    to         1
## 13823                  that                    to         1
## 13824                  read                    to         1
## 13825                    je                    to         1
## 13826                depict                  mayb         1
## 13827                depict                    it         1
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## 13843                depict               prophet         1
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## 13848                depict                  read         1
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## 20279                  iran                rushdi         1
## 20280             norouhani                rushdi         1
## 20281                 franc                rushdi         1
## 20282                   and                charli         1
## 20283                   and                 hebdo         1
## 20284                   and                remind         1
## 20285                   and                    us         1
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## 20290                     a                   and         1
## 20291                   and                 fatwa         1
## 20292                   and                  iran         1
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## 20294                   and                 franc         1
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## 20335                 hebdo             norouhani         1
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## 20338             norouhani                    of         1
## 20339             norouhani                salman         1
## 20340             norouhani                rushdi         1
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## 20342                     a             norouhani         1
## 20343                 fatwa             norouhani         1
## 20344                  iran             norouhani         1
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## 20486                  dure                french         1
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## 20502                french                  pari         1
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## 20504                attack                malian         1
## 20505                attack                muslim         1
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## 20565                 award           supermarket         1
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## 23693             boundless              religion         1
## 23694                  pope              religion         1
## 23695                    on              religion         1
## 23696                charli              religion         1
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## 23699                insult                  when         1
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## 23701                insult                insult         1
## 23702               freedom                insult         1
## 23703                insult                    of         1
## 23704               express                insult         1
## 23705                insult                   not         1
## 23706             boundless                insult         1
## 23707                insult                  pope         1
## 23708                insult                    on         1
## 23709                charli                insult         1
## 23710                 hebdo                insult         1
## 23711                 break               freedom         1
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## 23714               freedom                insult         1
## 23715               freedom               freedom         1
## 23716               freedom                    of         1
## 23717               express               freedom         1
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## 23719             boundless               freedom         1
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## 23721               freedom                    on         1
## 23722                charli               freedom         1
## 23723               freedom                 hebdo         1
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## 23725                    of                  when         1
## 23726                    of              religion         1
## 23727                insult                    of         1
## 23728               freedom                    of         1
## 23729                    of                    of         1
## 23730               express                    of         1
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## 23732             boundless                    of         1
## 23733                    of                  pope         1
## 23734                    of                    on         1
## 23735                charli                    of         1
## 23736                 hebdo                    of         1
## 23737                 break               express         1
## 23738               express                  when         1
## 23739               express              religion         1
## 23740               express                insult         1
## 23741               express               freedom         1
## 23742               express                    of         1
## 23743               express               express         1
## 23744               express                   not         1
## 23745             boundless               express         1
## 23746               express                  pope         1
## 23747               express                    on         1
## 23748                charli               express         1
## 23749               express                 hebdo         1
## 23750                 break                   not         1
## 23751                   not                  when         1
## 23752                   not              religion         1
## 23753                insult                   not         1
## 23754               freedom                   not         1
## 23755                   not                    of         1
## 23756               express                   not         1
## 23757                   not                   not         1
## 23758             boundless                   not         1
## 23759                   not                  pope         1
## 23760                   not                    on         1
## 23761                charli                   not         1
## 23762                 hebdo                   not         1
## 23763             boundless                 break         1
## 23764             boundless                  when         1
## 23765             boundless              religion         1
## 23766             boundless                insult         1
## 23767             boundless               freedom         1
## 23768             boundless                    of         1
## 23769             boundless               express         1
## 23770             boundless                   not         1
## 23771             boundless             boundless         1
## 23772             boundless                  pope         1
## 23773             boundless                    on         1
## 23774             boundless                charli         1
## 23775             boundless                 hebdo         1
## 23776                 break                  pope         1
## 23777                  pope                  when         1
## 23778                  pope              religion         1
## 23779                insult                  pope         1
## 23780               freedom                  pope         1
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## 23782               express                  pope         1
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## 23787                charli                  pope         1
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## 23790                    on                  when         1
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## 23797             boundless                    on         1
## 23798                    on                  pope         1
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## 23800                charli                    on         1
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## 23811                charli                  pope         1
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## 23823             boundless                 hebdo         1
## 23824                 hebdo                  pope         1
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## 23826                charli                 hebdo         1
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## 23921                charli                     s         1
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## 23948                effect                 hebdo         1
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## 23982                 still                 think         1
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## 23985                   for                 still         1
## 23986                  peac                 still         1
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## 23989                    je                 still         1
## 23990                 still                   sui         1
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## 24031                   for                muslim         1
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## 24035                    je                muslim         1
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## 24059                   are                   sui         1
## 24060                   are                charli         1
## 24061                   are                  pari         1
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## 24078                   for                  peac         1
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## 24100                   for                  peac         1
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## 24119                charli                 still         1
## 24120                charli                 think         1
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## 24123                charli                   for         1
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## 24143                 hebdo                 think         1
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## 24145                   are                 hebdo         1
## 24146                   for                 hebdo         1
## 24147                 hebdo                  peac         1
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## 24149                 hebdo                 hebdo         1
## 24150                 hebdo                    je         1
## 24151                 hebdo                   sui         1
## 24152                charli                 hebdo         1
## 24153                 hebdo                  pari         1
## 24154                attack                 hebdo         1
## 24155                 hebdo                    no         1
## 24156                 hebdo                sharia         1
## 24157                 hebdo                  tcot         1
## 24158                 hebdo                     p         1
## 24159                 hebdo                     j         1
## 24160                 hebdo                     n         1
## 24161                     e                 hebdo         1
## 24162                 hebdo                     t         1
## 24163                 hebdo              teaparti         1
## 24164                  ccot                 hebdo         1
## 24165                    je                 still         1
## 24166                    je                 think         1
## 24167                    je                muslim         1
## 24168                   are                    je         1
## 24169                   for                    je         1
## 24170                    je                  peac         1
## 24171                charli                    je         1
## 24172                 hebdo                    je         1
## 24173                    je                    je         1
## 24174                    je                   sui         1
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## 24176                    je                  pari         1
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## 24178                    je                    no         1
## 24179                    je                sharia         1
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## 24181                    je                     p         1
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## 24186                    je              teaparti         1
## 24187                  ccot                    je         1
## 24188                 still                   sui         1
## 24189                   sui                 think         1
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## 24191                   are                   sui         1
## 24192                   for                   sui         1
## 24193                  peac                   sui         1
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## 24198                charli                   sui         1
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## 24207                     e                   sui         1
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## 24210                  ccot                   sui         1
## 24211                charli                 still         1
## 24212                charli                 think         1
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## 24214                   are                charli         1
## 24215                charli                   for         1
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## 24219                charli                    je         1
## 24220                charli                   sui         1
## 24221                charli                charli         1
## 24222                charli                  pari         1
## 24223                attack                charli         1
## 24224                charli                    no         1
## 24225                charli                sharia         1
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## 24227                charli                     p         1
## 24228                charli                     j         1
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## 24233                  ccot                charli         1
## 24234                  pari                 still         1
## 24235                  pari                 think         1
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## 24237                   are                  pari         1
## 24238                   for                  pari         1
## 24239                  pari                  peac         1
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## 24242                    je                  pari         1
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## 24266                attack                   sui         1
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## 24271                attack                sharia         1
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## 24273                attack                     p         1
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## 24279                attack                  ccot         1
## 24280                    no                 still         1
## 24281                    no                 think         1
## 24282                muslim                    no         1
## 24283                   are                    no         1
## 24284                   for                    no         1
## 24285                    no                  peac         1
## 24286                charli                    no         1
## 24287                 hebdo                    no         1
## 24288                    je                    no         1
## 24289                    no                   sui         1
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## 24291                    no                  pari         1
## 24292                attack                    no         1
## 24293                    no                    no         1
## 24294                    no                sharia         1
## 24295                    no                  tcot         1
## 24296                    no                     p         1
## 24297                     j                    no         1
## 24298                     n                    no         1
## 24299                     e                    no         1
## 24300                    no                     t         1
## 24301                    no              teaparti         1
## 24302                  ccot                    no         1
## 24303                sharia                 still         1
## 24304                sharia                 think         1
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## 24306                   are                sharia         1
## 24307                   for                sharia         1
## 24308                  peac                sharia         1
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## 24310                 hebdo                sharia         1
## 24311                    je                sharia         1
## 24312                sharia                   sui         1
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## 24329                   are                  tcot         1
## 24330                   for                  tcot         1
## 24331                  peac                  tcot         1
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## 24334                    je                  tcot         1
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## 24349                     p                 still         1
## 24350                     p                 think         1
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## 24352                   are                     p         1
## 24353                   for                     p         1
## 24354                     p                  peac         1
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## 24358                     p                   sui         1
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## 25037                     a                terror         1
## 25038                pictur                terror         1
## 25039                    of                terror         1
## 25040                   all                terror         1
## 25041                terror                   the         1
## 25042                muslim                terror         1
## 25043               protest                terror         1
## 25044                terror                terror         1
## 25045                  done                terror         1
## 25046                    in                terror         1
## 25047                terror                   the         1
## 25048                  name                terror         1
## 25049                    of                terror         1
## 25050                 islam                terror         1
## 25051                   out                terror         1
## 25052                    on                terror         1
## 25053                terror                   the         1
## 25054                street                terror         1
## 25055                     a                  done         1
## 25056                  done                pictur         1
## 25057                  done                    of         1
## 25058                   all                  done         1
## 25059                  done                   the         1
## 25060                  done                muslim         1
## 25061                  done               protest         1
## 25062                  done                terror         1
## 25063                  done                  done         1
## 25064                  done                    in         1
## 25065                  done                   the         1
## 25066                  done                  name         1
## 25067                  done                    of         1
## 25068                  done                 islam         1
## 25069                  done                   out         1
## 25070                  done                    on         1
## 25071                  done                   the         1
## 25072                  done                street         1
## 25073                     a                    in         1
## 25074                    in                pictur         1
## 25075                    in                    of         1
## 25076                   all                    in         1
## 25077                    in                   the         1
## 25078                    in                muslim         1
## 25079                    in               protest         1
## 25080                    in                terror         1
## 25081                  done                    in         1
## 25082                    in                    in         1
## 25083                    in                   the         1
## 25084                    in                  name         1
## 25085                    in                    of         1
## 25086                    in                 islam         1
## 25087                    in                   out         1
## 25088                    in                    on         1
## 25089                    in                   the         1
## 25090                    in                street         1
## 25091                     a                   the         1
## 25092                pictur                   the         1
## 25093                    of                   the         1
## 25094                   all                   the         1
## 25095                   the                   the         1
## 25096                muslim                   the         1
## 25097               protest                   the         1
## 25098                terror                   the         1
## 25099                  done                   the         1
## 25100                    in                   the         1
## 25101                   the                   the         1
## 25102                  name                   the         1
## 25103                    of                   the         1
## 25104                 islam                   the         1
## 25105                   out                   the         1
## 25106                    on                   the         1
## 25107                   the                   the         1
## 25108                street                   the         1
## 25109                     a                  name         1
## 25110                  name                pictur         1
## 25111                  name                    of         1
## 25112                   all                  name         1
## 25113                  name                   the         1
## 25114                muslim                  name         1
## 25115                  name               protest         1
## 25116                  name                terror         1
## 25117                  done                  name         1
## 25118                    in                  name         1
## 25119                  name                   the         1
## 25120                  name                  name         1
## 25121                  name                    of         1
## 25122                 islam                  name         1
## 25123                  name                   out         1
## 25124                  name                    on         1
## 25125                  name                   the         1
## 25126                  name                street         1
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## 25128                    of                pictur         1
## 25129                    of                    of         1
## 25130                   all                    of         1
## 25131                    of                   the         1
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## 25133                    of               protest         1
## 25134                    of                terror         1
## 25135                  done                    of         1
## 25136                    in                    of         1
## 25137                    of                   the         1
## 25138                  name                    of         1
## 25139                    of                    of         1
## 25140                 islam                    of         1
## 25141                    of                   out         1
## 25142                    of                    on         1
## 25143                    of                   the         1
## 25144                    of                street         1
## 25145                     a                 islam         1
## 25146                 islam                pictur         1
## 25147                 islam                    of         1
## 25148                   all                 islam         1
## 25149                 islam                   the         1
## 25150                 islam                muslim         1
## 25151                 islam               protest         1
## 25152                 islam                terror         1
## 25153                  done                 islam         1
## 25154                    in                 islam         1
## 25155                 islam                   the         1
## 25156                 islam                  name         1
## 25157                 islam                    of         1
## 25158                 islam                 islam         1
## 25159                 islam                   out         1
## 25160                 islam                    on         1
## 25161                 islam                   the         1
## 25162                 islam                street         1
## 25163                     a                   out         1
## 25164                   out                pictur         1
## 25165                    of                   out         1
## 25166                   all                   out         1
## 25167                   out                   the         1
## 25168                muslim                   out         1
## 25169                   out               protest         1
## 25170                   out                terror         1
## 25171                  done                   out         1
## 25172                    in                   out         1
## 25173                   out                   the         1
## 25174                  name                   out         1
## 25175                    of                   out         1
## 25176                 islam                   out         1
## 25177                   out                   out         1
## 25178                    on                   out         1
## 25179                   out                   the         1
## 25180                   out                street         1
## 25181                     a                    on         1
## 25182                    on                pictur         1
## 25183                    of                    on         1
## 25184                   all                    on         1
## 25185                    on                   the         1
## 25186                muslim                    on         1
## 25187                    on               protest         1
## 25188                    on                terror         1
## 25189                  done                    on         1
## 25190                    in                    on         1
## 25191                    on                   the         1
## 25192                  name                    on         1
## 25193                    of                    on         1
## 25194                 islam                    on         1
## 25195                    on                   out         1
## 25196                    on                    on         1
## 25197                    on                   the         1
## 25198                    on                street         1
## 25199                     a                   the         1
## 25200                pictur                   the         1
## 25201                    of                   the         1
## 25202                   all                   the         1
## 25203                   the                   the         1
## 25204                muslim                   the         1
## 25205               protest                   the         1
## 25206                terror                   the         1
## 25207                  done                   the         1
## 25208                    in                   the         1
## 25209                   the                   the         1
## 25210                  name                   the         1
## 25211                    of                   the         1
## 25212                 islam                   the         1
## 25213                   out                   the         1
## 25214                    on                   the         1
## 25215                   the                   the         1
## 25216                street                   the         1
## 25217                     a                street         1
## 25218                pictur                street         1
## 25219                    of                street         1
## 25220                   all                street         1
## 25221                street                   the         1
## 25222                muslim                street         1
## 25223               protest                street         1
## 25224                street                terror         1
## 25225                  done                street         1
## 25226                    in                street         1
## 25227                street                   the         1
## 25228                  name                street         1
## 25229                    of                street         1
## 25230                 islam                street         1
## 25231                   out                street         1
## 25232                    on                street         1
## 25233                street                   the         1
## 25234                street                street         1
## 25235                  what                  what         1
## 25236                 about                  what         1
## 25237                tortur                  what         1
## 25238                    at                  what         1
## 25239                   abu                  what         1
## 25240                ghraib                  what         1
## 25241                   and                  what         1
## 25242                   the                  what         1
## 25243                    us                  what         1
## 25244                   war                  what         1
## 25245                    on                  what         1
## 25246                  iraq                  what         1
## 25247                  that                  what         1
## 25248                  left                  what         1
## 25249                     s                  what         1
## 25250                    of                  what         1
## 25251              civilian                  what         1
## 25252                  dead                  what         1
## 25253                   not                  what         1
## 25254               cartoon                  what         1
## 25255             caricatur                  what         1
## 25256                 about                  what         1
## 25257                 about                 about         1
## 25258                 about                tortur         1
## 25259                 about                    at         1
## 25260                 about                   abu         1
## 25261                 about                ghraib         1
## 25262                 about                   and         1
## 25263                 about                   the         1
## 25264                 about                    us         1
## 25265                 about                   war         1
## 25266                 about                    on         1
## 25267                 about                  iraq         1
## 25268                 about                  that         1
## 25269                 about                  left         1
## 25270                 about                     s         1
## 25271                 about                    of         1
## 25272                 about              civilian         1
## 25273                 about                  dead         1
## 25274                 about                   not         1
## 25275                 about               cartoon         1
## 25276                 about             caricatur         1
## 25277                tortur                  what         1
## 25278                 about                tortur         1
## 25279                tortur                tortur         1
## 25280                    at                tortur         1
## 25281                   abu                tortur         1
## 25282                ghraib                tortur         1
## 25283                   and                tortur         1
## 25284                   the                tortur         1
## 25285                tortur                    us         1
## 25286                tortur                   war         1
## 25287                    on                tortur         1
## 25288                  iraq                tortur         1
## 25289                  that                tortur         1
## 25290                  left                tortur         1
## 25291                     s                tortur         1
## 25292                    of                tortur         1
## 25293              civilian                tortur         1
## 25294                  dead                tortur         1
## 25295                   not                tortur         1
## 25296               cartoon                tortur         1
## 25297             caricatur                tortur         1
## 25298                    at                  what         1
## 25299                 about                    at         1
## 25300                    at                tortur         1
## 25301                    at                    at         1
## 25302                   abu                    at         1
## 25303                    at                ghraib         1
## 25304                   and                    at         1
## 25305                    at                   the         1
## 25306                    at                    us         1
## 25307                    at                   war         1
## 25308                    at                    on         1
## 25309                    at                  iraq         1
## 25310                    at                  that         1
## 25311                    at                  left         1
## 25312                    at                     s         1
## 25313                    at                    of         1
## 25314                    at              civilian         1
## 25315                    at                  dead         1
## 25316                    at                   not         1
## 25317                    at               cartoon         1
## 25318                    at             caricatur         1
## 25319                   abu                  what         1
## 25320                 about                   abu         1
## 25321                   abu                tortur         1
## 25322                   abu                    at         1
## 25323                   abu                   abu         1
## 25324                   abu                ghraib         1
## 25325                   abu                   and         1
## 25326                   abu                   the         1
## 25327                   abu                    us         1
## 25328                   abu                   war         1
## 25329                   abu                    on         1
## 25330                   abu                  iraq         1
## 25331                   abu                  that         1
## 25332                   abu                  left         1
## 25333                   abu                     s         1
## 25334                   abu                    of         1
## 25335                   abu              civilian         1
## 25336                   abu                  dead         1
## 25337                   abu                   not         1
## 25338                   abu               cartoon         1
## 25339                   abu             caricatur         1
## 25340                ghraib                  what         1
## 25341                 about                ghraib         1
## 25342                ghraib                tortur         1
## 25343                    at                ghraib         1
## 25344                   abu                ghraib         1
## 25345                ghraib                ghraib         1
## 25346                   and                ghraib         1
## 25347                ghraib                   the         1
## 25348                ghraib                    us         1
## 25349                ghraib                   war         1
## 25350                ghraib                    on         1
## 25351                ghraib                  iraq         1
## 25352                ghraib                  that         1
## 25353                ghraib                  left         1
## 25354                ghraib                     s         1
## 25355                ghraib                    of         1
## 25356              civilian                ghraib         1
## 25357                  dead                ghraib         1
## 25358                ghraib                   not         1
## 25359               cartoon                ghraib         1
## 25360             caricatur                ghraib         1
## 25361                   and                  what         1
## 25362                 about                   and         1
## 25363                   and                tortur         1
## 25364                   and                    at         1
## 25365                   abu                   and         1
## 25366                   and                ghraib         1
## 25367                   and                   and         1
## 25368                   and                   the         1
## 25369                   and                    us         1
## 25370                   and                   war         1
## 25371                   and                    on         1
## 25372                   and                  iraq         1
## 25373                   and                  that         1
## 25374                   and                  left         1
## 25375                   and                     s         1
## 25376                   and                    of         1
## 25377                   and              civilian         1
## 25378                   and                  dead         1
## 25379                   and                   not         1
## 25380                   and               cartoon         1
## 25381                   and             caricatur         1
## 25382                   the                  what         1
## 25383                 about                   the         1
## 25384                   the                tortur         1
## 25385                    at                   the         1
## 25386                   abu                   the         1
## 25387                ghraib                   the         1
## 25388                   and                   the         1
## 25389                   the                   the         1
## 25390                   the                    us         1
## 25391                   the                   war         1
## 25392                    on                   the         1
## 25393                  iraq                   the         1
## 25394                  that                   the         1
## 25395                  left                   the         1
## 25396                     s                   the         1
## 25397                    of                   the         1
## 25398              civilian                   the         1
## 25399                  dead                   the         1
## 25400                   not                   the         1
## 25401               cartoon                   the         1
## 25402             caricatur                   the         1
## 25403                    us                  what         1
## 25404                 about                    us         1
## 25405                tortur                    us         1
## 25406                    at                    us         1
## 25407                   abu                    us         1
## 25408                ghraib                    us         1
## 25409                   and                    us         1
## 25410                   the                    us         1
## 25411                    us                    us         1
## 25412                    us                   war         1
## 25413                    on                    us         1
## 25414                  iraq                    us         1
## 25415                  that                    us         1
## 25416                  left                    us         1
## 25417                     s                    us         1
## 25418                    of                    us         1
## 25419              civilian                    us         1
## 25420                  dead                    us         1
## 25421                   not                    us         1
## 25422               cartoon                    us         1
## 25423             caricatur                    us         1
## 25424                   war                  what         1
## 25425                 about                   war         1
## 25426                tortur                   war         1
## 25427                    at                   war         1
## 25428                   abu                   war         1
## 25429                ghraib                   war         1
## 25430                   and                   war         1
## 25431                   the                   war         1
## 25432                    us                   war         1
## 25433                   war                   war         1
## 25434                    on                   war         1
## 25435                  iraq                   war         1
## 25436                  that                   war         1
## 25437                  left                   war         1
## 25438                     s                   war         1
## 25439                    of                   war         1
## 25440              civilian                   war         1
## 25441                  dead                   war         1
## 25442                   not                   war         1
## 25443               cartoon                   war         1
## 25444             caricatur                   war         1
## 25445                    on                  what         1
## 25446                 about                    on         1
## 25447                    on                tortur         1
## 25448                    at                    on         1
## 25449                   abu                    on         1
## 25450                ghraib                    on         1
## 25451                   and                    on         1
## 25452                    on                   the         1
## 25453                    on                    us         1
## 25454                    on                   war         1
## 25455                    on                    on         1
## 25456                  iraq                    on         1
## 25457                    on                  that         1
## 25458                  left                    on         1
## 25459                    on                     s         1
## 25460                    of                    on         1
## 25461              civilian                    on         1
## 25462                  dead                    on         1
## 25463                   not                    on         1
## 25464               cartoon                    on         1
## 25465             caricatur                    on         1
## 25466                  iraq                  what         1
## 25467                 about                  iraq         1
## 25468                  iraq                tortur         1
## 25469                    at                  iraq         1
## 25470                   abu                  iraq         1
## 25471                ghraib                  iraq         1
## 25472                   and                  iraq         1
## 25473                  iraq                   the         1
## 25474                  iraq                    us         1
## 25475                  iraq                   war         1
## 25476                  iraq                    on         1
## 25477                  iraq                  iraq         1
## 25478                  iraq                  that         1
## 25479                  iraq                  left         1
## 25480                  iraq                     s         1
## 25481                  iraq                    of         1
## 25482              civilian                  iraq         1
## 25483                  dead                  iraq         1
## 25484                  iraq                   not         1
## 25485               cartoon                  iraq         1
## 25486             caricatur                  iraq         1
## 25487                  that                  what         1
## 25488                 about                  that         1
## 25489                  that                tortur         1
## 25490                    at                  that         1
## 25491                   abu                  that         1
## 25492                ghraib                  that         1
## 25493                   and                  that         1
## 25494                  that                   the         1
## 25495                  that                    us         1
## 25496                  that                   war         1
## 25497                    on                  that         1
## 25498                  iraq                  that         1
## 25499                  that                  that         1
## 25500                  left                  that         1
## 25501                     s                  that         1
## 25502                    of                  that         1
## 25503              civilian                  that         1
## 25504                  dead                  that         1
## 25505                   not                  that         1
## 25506               cartoon                  that         1
## 25507             caricatur                  that         1
## 25508                  left                  what         1
## 25509                 about                  left         1
## 25510                  left                tortur         1
## 25511                    at                  left         1
## 25512                   abu                  left         1
## 25513                ghraib                  left         1
## 25514                   and                  left         1
## 25515                  left                   the         1
## 25516                  left                    us         1
## 25517                  left                   war         1
## 25518                  left                    on         1
## 25519                  iraq                  left         1
## 25520                  left                  that         1
## 25521                  left                  left         1
## 25522                  left                     s         1
## 25523                  left                    of         1
## 25524              civilian                  left         1
## 25525                  dead                  left         1
## 25526                  left                   not         1
## 25527               cartoon                  left         1
## 25528             caricatur                  left         1
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## 25530                 about                     s         1
## 25531                     s                tortur         1
## 25532                    at                     s         1
## 25533                   abu                     s         1
## 25534                ghraib                     s         1
## 25535                   and                     s         1
## 25536                     s                   the         1
## 25537                     s                    us         1
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## 25539                    on                     s         1
## 25540                  iraq                     s         1
## 25541                     s                  that         1
## 25542                  left                     s         1
## 25543                     s                     s         1
## 25544                    of                     s         1
## 25545              civilian                     s         1
## 25546                  dead                     s         1
## 25547                   not                     s         1
## 25548               cartoon                     s         1
## 25549             caricatur                     s         1
## 25550                    of                  what         1
## 25551                 about                    of         1
## 25552                    of                tortur         1
## 25553                    at                    of         1
## 25554                   abu                    of         1
## 25555                ghraib                    of         1
## 25556                   and                    of         1
## 25557                    of                   the         1
## 25558                    of                    us         1
## 25559                    of                   war         1
## 25560                    of                    on         1
## 25561                  iraq                    of         1
## 25562                    of                  that         1
## 25563                  left                    of         1
## 25564                    of                     s         1
## 25565                    of                    of         1
## 25566              civilian                    of         1
## 25567                  dead                    of         1
## 25568                   not                    of         1
## 25569               cartoon                    of         1
## 25570             caricatur                    of         1
## 25571              civilian                  what         1
## 25572                 about              civilian         1
## 25573              civilian                tortur         1
## 25574                    at              civilian         1
## 25575                   abu              civilian         1
## 25576              civilian                ghraib         1
## 25577                   and              civilian         1
## 25578              civilian                   the         1
## 25579              civilian                    us         1
## 25580              civilian                   war         1
## 25581              civilian                    on         1
## 25582              civilian                  iraq         1
## 25583              civilian                  that         1
## 25584              civilian                  left         1
## 25585              civilian                     s         1
## 25586              civilian                    of         1
## 25587              civilian              civilian         1
## 25588              civilian                  dead         1
## 25589              civilian                   not         1
## 25590               cartoon              civilian         1
## 25591             caricatur              civilian         1
## 25592                  dead                  what         1
## 25593                 about                  dead         1
## 25594                  dead                tortur         1
## 25595                    at                  dead         1
## 25596                   abu                  dead         1
## 25597                  dead                ghraib         1
## 25598                   and                  dead         1
## 25599                  dead                   the         1
## 25600                  dead                    us         1
## 25601                  dead                   war         1
## 25602                  dead                    on         1
## 25603                  dead                  iraq         1
## 25604                  dead                  that         1
## 25605                  dead                  left         1
## 25606                  dead                     s         1
## 25607                  dead                    of         1
## 25608              civilian                  dead         1
## 25609                  dead                  dead         1
## 25610                  dead                   not         1
## 25611               cartoon                  dead         1
## 25612             caricatur                  dead         1
## 25613                   not                  what         1
## 25614                 about                   not         1
## 25615                   not                tortur         1
## 25616                    at                   not         1
## 25617                   abu                   not         1
## 25618                ghraib                   not         1
## 25619                   and                   not         1
## 25620                   not                   the         1
## 25621                   not                    us         1
## 25622                   not                   war         1
## 25623                   not                    on         1
## 25624                  iraq                   not         1
## 25625                   not                  that         1
## 25626                  left                   not         1
## 25627                   not                     s         1
## 25628                   not                    of         1
## 25629              civilian                   not         1
## 25630                  dead                   not         1
## 25631                   not                   not         1
## 25632               cartoon                   not         1
## 25633             caricatur                   not         1
## 25634               cartoon                  what         1
## 25635                 about               cartoon         1
## 25636               cartoon                tortur         1
## 25637                    at               cartoon         1
## 25638                   abu               cartoon         1
## 25639               cartoon                ghraib         1
## 25640                   and               cartoon         1
## 25641               cartoon                   the         1
## 25642               cartoon                    us         1
## 25643               cartoon                   war         1
## 25644               cartoon                    on         1
## 25645               cartoon                  iraq         1
## 25646               cartoon                  that         1
## 25647               cartoon                  left         1
## 25648               cartoon                     s         1
## 25649               cartoon                    of         1
## 25650               cartoon              civilian         1
## 25651               cartoon                  dead         1
## 25652               cartoon                   not         1
## 25653               cartoon               cartoon         1
## 25654             caricatur               cartoon         1
## 25655             caricatur                  what         1
## 25656                 about             caricatur         1
## 25657             caricatur                tortur         1
## 25658                    at             caricatur         1
## 25659                   abu             caricatur         1
## 25660             caricatur                ghraib         1
## 25661                   and             caricatur         1
## 25662             caricatur                   the         1
## 25663             caricatur                    us         1
## 25664             caricatur                   war         1
## 25665             caricatur                    on         1
## 25666             caricatur                  iraq         1
## 25667             caricatur                  that         1
## 25668             caricatur                  left         1
## 25669             caricatur                     s         1
## 25670             caricatur                    of         1
## 25671             caricatur              civilian         1
## 25672             caricatur                  dead         1
## 25673             caricatur                   not         1
## 25674             caricatur               cartoon         1
## 25675             caricatur             caricatur         1
## 25676                    je                    je         1
## 25677                    je                   sui         1
## 25678                charli                    je         1
## 25679                    je                   sui         1
## 25680                   sui                   sui         1
## 25681                charli                   sui         1
## 25682                charli                    je         1
## 25683                charli                   sui         1
## 25684                charli                charli         1
## 25685                charli                charli         1
## 25686                charli                 hebdo         1
## 25687                charli               magazin         1
## 25688                charli                   has         1
## 25689                  been                charli         1
## 25690                charli                reborn         1
## 25691                     a                charli         1
## 25692                charli                  week         1
## 25693                 after                charli         1
## 25694                charli                   the         1
## 25695                charli                  kill         1
## 25696                charli                   say         1
## 25697                charli               francoi         1
## 25698                charli               holland         1
## 25699                charli                 hebdo         1
## 25700                 hebdo                 hebdo         1
## 25701                 hebdo               magazin         1
## 25702                   has                 hebdo         1
## 25703                  been                 hebdo         1
## 25704                 hebdo                reborn         1
## 25705                     a                 hebdo         1
## 25706                 hebdo                  week         1
## 25707                 after                 hebdo         1
## 25708                 hebdo                   the         1
## 25709                 hebdo                  kill         1
## 25710                 hebdo                   say         1
## 25711               francoi                 hebdo         1
## 25712                 hebdo               holland         1
## 25713                charli               magazin         1
## 25714                 hebdo               magazin         1
## 25715               magazin               magazin         1
## 25716                   has               magazin         1
## 25717                  been               magazin         1
## 25718               magazin                reborn         1
## 25719                     a               magazin         1
## 25720               magazin                  week         1
## 25721                 after               magazin         1
## 25722               magazin                   the         1
## 25723                  kill               magazin         1
## 25724               magazin                   say         1
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## 26392                    in                whatev         1
## 26393                   our                whatev         1
## 26394                 heart                whatev         1
## 26395                   the                whatev         1
## 26396                  love                whatev         1
## 26397                    of                whatev         1
## 26398                   the                whatev         1
## 26399               prophet                whatev         1
## 26400               increas                whatev         1
## 26401              everyday                whatev         1
## 26402                whatev                   you         1
## 26403                   you                   you         1
## 26404                    do                   you         1
## 26405               prophat                   you         1
## 26406              muhammad                   you         1
## 26407                  stay                   you         1
## 26408                    in                   you         1
## 26409                   our                   you         1
## 26410                 heart                   you         1
## 26411                   the                   you         1
## 26412                  love                   you         1
## 26413                    of                   you         1
## 26414                   the                   you         1
## 26415               prophet                   you         1
## 26416               increas                   you         1
## 26417              everyday                   you         1
## 26418                    do                whatev         1
## 26419                    do                   you         1
## 26420                    do                    do         1
## 26421                    do               prophat         1
## 26422                    do              muhammad         1
## 26423                    do                  stay         1
## 26424                    do                    in         1
## 26425                    do                   our         1
## 26426                    do                 heart         1
## 26427                    do                   the         1
## 26428                    do                  love         1
## 26429                    do                    of         1
## 26430                    do                   the         1
## 26431                    do               prophet         1
## 26432                    do               increas         1
## 26433                    do              everyday         1
## 26434               prophat                whatev         1
## 26435               prophat                   you         1
## 26436                    do               prophat         1
## 26437               prophat               prophat         1
## 26438              muhammad               prophat         1
## 26439               prophat                  stay         1
## 26440                    in               prophat         1
## 26441                   our               prophat         1
## 26442                 heart               prophat         1
## 26443               prophat                   the         1
## 26444                  love               prophat         1
## 26445                    of               prophat         1
## 26446               prophat                   the         1
## 26447               prophat               prophet         1
## 26448               increas               prophat         1
## 26449              everyday               prophat         1
## 26450              muhammad                whatev         1
## 26451              muhammad                   you         1
## 26452                    do              muhammad         1
## 26453              muhammad               prophat         1
## 26454              muhammad              muhammad         1
## 26455              muhammad                  stay         1
## 26456                    in              muhammad         1
## 26457              muhammad                   our         1
## 26458                 heart              muhammad         1
## 26459              muhammad                   the         1
## 26460                  love              muhammad         1
## 26461              muhammad                    of         1
## 26462              muhammad                   the         1
## 26463              muhammad               prophet         1
## 26464               increas              muhammad         1
## 26465              everyday              muhammad         1
## 26466                  stay                whatev         1
## 26467                  stay                   you         1
## 26468                    do                  stay         1
## 26469               prophat                  stay         1
## 26470              muhammad                  stay         1
## 26471                  stay                  stay         1
## 26472                    in                  stay         1
## 26473                   our                  stay         1
## 26474                 heart                  stay         1
## 26475                  stay                   the         1
## 26476                  love                  stay         1
## 26477                    of                  stay         1
## 26478                  stay                   the         1
## 26479               prophet                  stay         1
## 26480               increas                  stay         1
## 26481              everyday                  stay         1
## 26482                    in                whatev         1
## 26483                    in                   you         1
## 26484                    do                    in         1
## 26485                    in               prophat         1
## 26486                    in              muhammad         1
## 26487                    in                  stay         1
## 26488                    in                    in         1
## 26489                    in                   our         1
## 26490                 heart                    in         1
## 26491                    in                   the         1
## 26492                    in                  love         1
## 26493                    in                    of         1
## 26494                    in                   the         1
## 26495                    in               prophet         1
## 26496                    in               increas         1
## 26497              everyday                    in         1
## 26498                   our                whatev         1
## 26499                   our                   you         1
## 26500                    do                   our         1
## 26501                   our               prophat         1
## 26502              muhammad                   our         1
## 26503                   our                  stay         1
## 26504                    in                   our         1
## 26505                   our                   our         1
## 26506                 heart                   our         1
## 26507                   our                   the         1
## 26508                  love                   our         1
## 26509                    of                   our         1
## 26510                   our                   the         1
## 26511                   our               prophet         1
## 26512               increas                   our         1
## 26513              everyday                   our         1
## 26514                 heart                whatev         1
## 26515                 heart                   you         1
## 26516                    do                 heart         1
## 26517                 heart               prophat         1
## 26518                 heart              muhammad         1
## 26519                 heart                  stay         1
## 26520                 heart                    in         1
## 26521                 heart                   our         1
## 26522                 heart                 heart         1
## 26523                 heart                   the         1
## 26524                 heart                  love         1
## 26525                 heart                    of         1
## 26526                 heart                   the         1
## 26527                 heart               prophet         1
## 26528                 heart               increas         1
## 26529              everyday                 heart         1
## 26530                   the                whatev         1
## 26531                   the                   you         1
## 26532                    do                   the         1
## 26533               prophat                   the         1
## 26534              muhammad                   the         1
## 26535                  stay                   the         1
## 26536                    in                   the         1
## 26537                   our                   the         1
## 26538                 heart                   the         1
## 26539                   the                   the         1
## 26540                  love                   the         1
## 26541                    of                   the         1
## 26542                   the                   the         1
## 26543               prophet                   the         1
## 26544               increas                   the         1
## 26545              everyday                   the         1
## 26546                  love                whatev         1
## 26547                  love                   you         1
## 26548                    do                  love         1
## 26549                  love               prophat         1
## 26550                  love              muhammad         1
## 26551                  love                  stay         1
## 26552                    in                  love         1
## 26553                  love                   our         1
## 26554                 heart                  love         1
## 26555                  love                   the         1
## 26556                  love                  love         1
## 26557                  love                    of         1
## 26558                  love                   the         1
## 26559                  love               prophet         1
## 26560               increas                  love         1
## 26561              everyday                  love         1
## 26562                    of                whatev         1
## 26563                    of                   you         1
## 26564                    do                    of         1
## 26565                    of               prophat         1
## 26566              muhammad                    of         1
## 26567                    of                  stay         1
## 26568                    in                    of         1
## 26569                    of                   our         1
## 26570                 heart                    of         1
## 26571                    of                   the         1
## 26572                  love                    of         1
## 26573                    of                    of         1
## 26574                    of                   the         1
## 26575                    of               prophet         1
## 26576               increas                    of         1
## 26577              everyday                    of         1
## 26578                   the                whatev         1
## 26579                   the                   you         1
## 26580                    do                   the         1
## 26581               prophat                   the         1
## 26582              muhammad                   the         1
## 26583                  stay                   the         1
## 26584                    in                   the         1
## 26585                   our                   the         1
## 26586                 heart                   the         1
## 26587                   the                   the         1
## 26588                  love                   the         1
## 26589                    of                   the         1
## 26590                   the                   the         1
## 26591               prophet                   the         1
## 26592               increas                   the         1
## 26593              everyday                   the         1
## 26594               prophet                whatev         1
## 26595               prophet                   you         1
## 26596                    do               prophet         1
## 26597               prophat               prophet         1
## 26598              muhammad               prophet         1
## 26599               prophet                  stay         1
## 26600                    in               prophet         1
## 26601                   our               prophet         1
## 26602                 heart               prophet         1
## 26603               prophet                   the         1
## 26604                  love               prophet         1
## 26605                    of               prophet         1
## 26606               prophet                   the         1
## 26607               prophet               prophet         1
## 26608               increas               prophet         1
## 26609              everyday               prophet         1
## 26610               increas                whatev         1
## 26611               increas                   you         1
## 26612                    do               increas         1
## 26613               increas               prophat         1
## 26614               increas              muhammad         1
## 26615               increas                  stay         1
## 26616                    in               increas         1
## 26617               increas                   our         1
## 26618                 heart               increas         1
## 26619               increas                   the         1
## 26620               increas                  love         1
## 26621               increas                    of         1
## 26622               increas                   the         1
## 26623               increas               prophet         1
## 26624               increas               increas         1
## 26625              everyday               increas         1
## 26626              everyday                whatev         1
## 26627              everyday                   you         1
## 26628                    do              everyday         1
## 26629              everyday               prophat         1
## 26630              everyday              muhammad         1
## 26631              everyday                  stay         1
## 26632              everyday                    in         1
## 26633              everyday                   our         1
## 26634              everyday                 heart         1
## 26635              everyday                   the         1
## 26636              everyday                  love         1
## 26637              everyday                    of         1
## 26638              everyday                   the         1
## 26639              everyday               prophet         1
## 26640              everyday               increas         1
## 26641              everyday              everyday         1
e1 <- group_by(e, X1, X2)%>%dplyr::summarise(Frequency= sum(Frequency)) %>%
  filter(X1 != X2)
phase_2 <-data.frame(e1)
phase_2<-cbind(phase = 2, phase_2)
names(phase_2)[2]<-paste("Token 1")
names(phase_2)[3]<-paste("Token 2")
phase_2
##      phase         Token 1         Token 2 Frequency
## 1        2               a           about         2
## 2        2               a             afp         2
## 3        2               a           after         8
## 4        2               a             all         8
## 5        2               a              am         4
## 6        2               a            amaz         2
## 7        2               a             and         4
## 8        2               a           angri         2
## 9        2               a             ani         2
## 10       2               a          apolog         4
## 11       2               a             are         2
## 12       2               a          artist         2
## 13       2               a              at         6
## 14       2               a          attack        12
## 15       2               a               b         2
## 16       2               a         bathili         2
## 17       2               a              be         4
## 18       2               a           becom         2
## 19       2               a            been         4
## 20       2               a          better         2
## 21       2               a             big         2
## 22       2               a           blood         2
## 23       2               a         brother         4
## 24       2               a             but         2
## 25       2               a             buy         2
## 26       2               a              by         4
## 27       2               a               c         2
## 28       2               a          cacher         2
## 29       2               a        campaign         2
## 30       2               a             can         6
## 31       2               a           carri         2
## 32       2               a            cart         2
## 33       2               a          charli        52
## 34       2               a         chomski         2
## 35       2               a         citizen         2
## 36       2               a          clanci         2
## 37       2               a          commit         4
## 38       2               a          condit         2
## 39       2               a           could         2
## 40       2               a          courag         6
## 41       2               a          cousin         2
## 42       2               a           cover         4
## 43       2               a           crime         4
## 44       2               a          crimin         4
## 45       2               a           debat         2
## 46       2               a          depict         2
## 47       2               a            done         2
## 48       2               a            dont         4
## 49       2               a          driver         2
## 50       2               a           drone         2
## 51       2               a            drop         2
## 52       2               a               e         2
## 53       2               a           emerg         2
## 54       2               a         english         2
## 55       2               a            even         2
## 56       2               a           event         2
## 57       2               a           fatwa         2
## 58       2               a             for        12
## 59       2               a           franc         6
## 60       2               a         francoi         2
## 61       2               a          french         2
## 62       2               a          friend         4
## 63       2               a            from         4
## 64       2               a           funer         2
## 65       2               a               g         2
## 66       2               a             has         4
## 67       2               a            have         4
## 68       2               a              he         6
## 69       2               a            heat         2
## 70       2               a           hebdo        44
## 71       2               a            held         2
## 72       2               a             hes         4
## 73       2               a             his         4
## 74       2               a         holland         2
## 75       2               a             how         2
## 76       2               a              ht         4
## 77       2               a           hyper         2
## 78       2               a               i         8
## 79       2               a             iam         8
## 80       2               a            idea         2
## 81       2               a              if         6
## 82       2               a            imag         2
## 83       2               a              in        16
## 84       2               a            iran         6
## 85       2               a              is        20
## 86       2               a           islam         4
## 87       2               a            issu         4
## 88       2               a              it         8
## 89       2               a              je         2
## 90       2               a           jesus         2
## 91       2               a             jim         2
## 92       2               a               k         2
## 93       2               a            kill         8
## 94       2               a         lassana         2
## 95       2               a          latest         2
## 96       2               a           learn         2
## 97       2               a           littl         4
## 98       2               a         magazin         8
## 99       2               a            make         6
## 100      2               a             man         4
## 101      2               a           march         4
## 102      2               a         massacr         2
## 103      2               a            mayb         2
## 104      2               a             met         2
## 105      2               a           moham         4
## 106      2               a            more         8
## 107      2               a        muhammad         8
## 108      2               a          muslim        22
## 109      2               a              my        10
## 110      2               a               n         6
## 111      2               a            name         2
## 112      2               a            need         6
## 113      2               a            next         2
## 114      2               a        nightmar         2
## 115      2               a              no         4
## 116      2               a            noam         2
## 117      2               a            nobl         2
## 118      2               a       norouhani         2
## 119      2               a             not        10
## 120      2               a           obama         2
## 121      2               a              of        24
## 122      2               a          offens         2
## 123      2               a              on         4
## 124      2               a             one         4
## 125      2               a             out         4
## 126      2               a            over         2
## 127      2               a        pakistan         2
## 128      2               a            pari        14
## 129      2               a            pbuh         2
## 130      2               a           peopl         4
## 131      2               a      photograph         2
## 132      2               a          pictur         8
## 133      2               a         pretend         4
## 134      2               a         prophet         8
## 135      2               a         protest         4
## 136      2               a               r         2
## 137      2               a            read         6
## 138      2               a            real         2
## 139      2               a          reborn         2
## 140      2               a          recent         4
## 141      2               a          remind         2
## 142      2               a          resign         2
## 143      2               a         respons         2
## 144      2               a          rushdi         2
## 145      2               a            said         2
## 146      2               a          salman         2
## 147      2               a             say         4
## 148      2               a         serious         2
## 149      2               a           shoot         4
## 150      2               a            shot         2
## 151      2               a            show         4
## 152      2               a           shown         2
## 153      2               a            sign         2
## 154      2               a        singapor         2
## 155      2               a           singl         2
## 156      2               a              so         2
## 157      2               a         solidar         2
## 158      2               a         sometim         4
## 159      2               a           still         6
## 160      2               a           store         2
## 161      2               a           stori         2
## 162      2               a          street         2
## 163      2               a         success         4
## 164      2               a         suspect         2
## 165      2               a           tangl         2
## 166      2               a            taxi         2
## 167      2               a          terror         6
## 168      2               a            than         2
## 169      2               a            that         6
## 170      2               a             the        32
## 171      2               a           these         2
## 172      2               a            they         2
## 173      2               a            this         2
## 174      2               a        thousand         4
## 175      2               a              to        20
## 176      2               a         tragedi         2
## 177      2               a           trend         2
## 178      2               a         tuesday         2
## 179      2               a           tweet         2
## 180      2               a         twitter         2
## 181      2               a             two         2
## 182      2               a              us         2
## 183      2               a          victim         2
## 184      2               a             was        10
## 185      2               a              we         2
## 186      2               a             web         2
## 187      2               a            week         2
## 188      2               a            what         4
## 189      2               a           which         4
## 190      2               a             who        14
## 191      2               a            will         2
## 192      2               a            wipe         2
## 193      2               a            with         4
## 194      2               a          wonder         4
## 195      2               a            word         4
## 196      2               a           worth         4
## 197      2               a           would         2
## 198      2               a          writer         2
## 199      2               a            year         2
## 200      2               a             you         6
## 201      2               a            your         6
## 202      2           about             abu         2
## 203      2           about         account         2
## 204      2           about           after         2
## 205      2           about             ahm         2
## 206      2           about             and         8
## 207      2           about          anonym         4
## 208      2           about          articl         2
## 209      2           about              at         2
## 210      2           about          attack         2
## 211      2           about          attent         2
## 212      2           about             bbc         2
## 213      2           about            boko         2
## 214      2           about               c         2
## 215      2           about            care         2
## 216      2           about       caricatur         2
## 217      2           about         cartoon         4
## 218      2           about          charli        10
## 219      2           about        civilian         2
## 220      2           about             cnn         2
## 221      2           about         collect         2
## 222      2           about           could         2
## 223      2           about            dead         2
## 224      2           about             doe         2
## 225      2           about           doubl         2
## 226      2           about            down         2
## 227      2           about          driver         2
## 228      2           about         english         2
## 229      2           about             for         2
## 230      2           about         freedom         2
## 231      2           about freedomofspeech         2
## 232      2           about          ghraib         2
## 233      2           about             got         2
## 234      2           about      hacktivist         2
## 235      2           about          happen         2
## 236      2           about           haram         2
## 237      2           about             has         2
## 238      2           about              he         2
## 239      2           about           hebdo        10
## 240      2           about              ht         2
## 241      2           about             htt         2
## 242      2           about         illustr         2
## 243      2           about    ilovemuhamma         2
## 244      2           about            iraq         2
## 245      2           about              is         2
## 246      2           about           islam         2
## 247      2           about              it         4
## 248      2           about              je         2
## 249      2           about          jihadi         2
## 250      2           about          latest         2
## 251      2           about            left         2
## 252      2           about             let         2
## 253      2           about            like         2
## 254      2           about             man         2
## 255      2           about             met         2
## 256      2           about            more         2
## 257      2           about        muhammad         6
## 258      2           about              my         2
## 259      2           about       nonmuslim         2
## 260      2           about             not         4
## 261      2           about             now         2
## 262      2           about              of         4
## 263      2           about              on         4
## 264      2           about             our         2
## 265      2           about            pari         2
## 266      2           about            pbuh         4
## 267      2           about         prophet         2
## 268      2           about           radic         2
## 269      2           about            read         2
## 270      2           about               s         2
## 271      2           about            said         4
## 272      2           about            seem         2
## 273      2           about         serious         2
## 274      2           about             set         2
## 275      2           about              so         2
## 276      2           about          speech         2
## 277      2           about        standard         2
## 278      2           about           stori         2
## 279      2           about             sui         2
## 280      2           about            take         2
## 281      2           about            talk         2
## 282      2           about            taxi         2
## 283      2           about            than         2
## 284      2           about            that         4
## 285      2           about             the         2
## 286      2           about            this         2
## 287      2           about              to         2
## 288      2           about          tortur         2
## 289      2           about              us         4
## 290      2           about           video         2
## 291      2           about         violenc         2
## 292      2           about             war         2
## 293      2           about           watch         2
## 294      2           about              we         2
## 295      2           about          websit         2
## 296      2           about         western         2
## 297      2           about            what         6
## 298      2           about             whi         4
## 299      2           about             who         4
## 300      2       aboutaleb             ahm         2
## 301      2       aboutaleb          attack         2
## 302      2       aboutaleb          charli         2
## 303      2       aboutaleb           hebdo         2
## 304      2       aboutaleb            here         2
## 305      2       aboutaleb             how         2
## 306      2       aboutaleb            http         2
## 307      2       aboutaleb           mayor         2
## 308      2       aboutaleb              of         2
## 309      2       aboutaleb         respond         2
## 310      2       aboutaleb       rotterdam         2
## 311      2       aboutaleb             the         4
## 312      2       aboutaleb              to         2
## 313      2             abu             and         2
## 314      2             abu              at         2
## 315      2             abu       caricatur         2
## 316      2             abu         cartoon         2
## 317      2             abu        civilian         2
## 318      2             abu            dead         2
## 319      2             abu          ghraib         2
## 320      2             abu            iraq         2
## 321      2             abu            left         2
## 322      2             abu             not         2
## 323      2             abu              of         2
## 324      2             abu              on         2
## 325      2             abu               s         2
## 326      2             abu            that         2
## 327      2             abu             the         2
## 328      2             abu          tortur         2
## 329      2             abu              us         2
## 330      2             abu             war         2
## 331      2             abu            what         2
## 332      2         account             and         2
## 333      2         account          anonym         4
## 334      2         account               c         2
## 335      2         account          charli         6
## 336      2         account         collect         2
## 337      2         account       contribut         2
## 338      2         account            down         2
## 339      2         account       extremist         2
## 340      2         account      hacktivist         2
## 341      2         account             has         2
## 342      2         account              he         2
## 343      2         account           hebdo         2
## 344      2         account              je         2
## 345      2         account          jihadi         2
## 346      2         account              op         2
## 347      2         account          report         2
## 348      2         account             set         2
## 349      2         account             sui         2
## 350      2         account            take         2
## 351      2         account              to         4
## 352      2         account            want         2
## 353      2         account          websit         2
## 354      2             act             and         2
## 355      2             act              at         2
## 356      2             act          cacher         2
## 357      2             act          charli         2
## 358      2             act          courag         2
## 359      2             act           hebdo         2
## 360      2             act           honor         2
## 361      2             act           hyper         2
## 362      2             act            last         2
## 363      2             act              of         4
## 364      2             act            paid         2
## 365      2             act         respect         2
## 366      2             act       senseless         2
## 367      2             act          terror         2
## 368      2             act             the         2
## 369      2             act          victim         2
## 370      2             act            week         2
## 371      2          action         against         2
## 372      2          action          charli         2
## 373      2          action          effect         2
## 374      2          action       extremist         2
## 375      2          action           hebdo         2
## 376      2          action               i         4
## 377      2          action            iran         2
## 378      2          action               s         4
## 379      2          action             via         2
## 380      2           admit              as         4
## 381      2           admit       christian         2
## 382      2           admit          muslim         2
## 383      2           admit           obama         2
## 384      2           admit          refuge         4
## 385      2           admit          syrian         2
## 386      2           admit            will         2
## 387      2           admit            zero         2
## 388      2          affect             all         2
## 389      2          affect          charli         2
## 390      2          affect           civil         2
## 391      2          affect          famili         2
## 392      2          affect           franc         2
## 393      2          affect               g         2
## 394      2          affect             gun         2
## 395      2          affect           heart         2
## 396      2          affect              je         2
## 397      2          affect               n         4
## 398      2          affect            need         2
## 399      2          affect              no         2
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## 420      2             afp      photograph         2
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## 508      2           after            this         4
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## 511      2           after           tweet         4
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## 513      2           after              uk         2
## 514      2           after           video         2
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## 530      2         against          charli         8
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## 533      2         against       extremist         2
## 534      2         against         freedom         2
## 535      2         against           hebdo        10
## 536      2         against            hold         2
## 537      2         against            http         2
## 538      2         against               i         6
## 539      2         against              in         4
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## 541      2         against            iran         2
## 542      2         against         iranian         2
## 543      2         against            issu         2
## 544      2         against              ji         2
## 545      2         against            juif         2
## 546      2         against            kill         2
## 547      2         against          latest         2
## 548      2         against           least         2
## 549      2         against              lo         2
## 550      2         against            mani         2
## 551      2         against            more         2
## 552      2         against             mqm         2
## 553      2         against        muhammad         2
## 554      2         against           niger         2
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## 559      2         against            pmln         2
## 560      2         against         prevent         2
## 561      2         against         protest         6
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## 564      2         against               s         4
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## 566      2         against              to         4
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## 569      2         against            were         2
## 570      2         against             whi         2
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## 576      2             agr            feel         2
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## 732      2        almighti             god         2
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## 743      2           along          french         2
## 744      2           along               i         4
## 745      2           along             lol         2
## 746      2           along              so         2
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## 879      2             and           merci         4
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## 881      2             and          murder         2
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## 887      2             and       norouhani         2
## 888      2             and             not         8
## 889      2             and             now         2
## 890      2             and              of        14
## 891      2             and          offend         4
## 892      2             and              on         6
## 893      2             and             one         2
## 894      2             and           other         4
## 895      2             and             our         2
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## 897      2             and        palestin         2
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## 899      2             and             pen         2
## 900      2             and           pleas         4
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## 904      2             and          psycho         2
## 905      2             and             pti         4
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## 907      2             and          recent         2
## 908      2             and          remind         2
## 909      2             and         respect         2
## 910      2             and         ridicul         4
## 911      2             and           right         4
## 912      2             and          rushdi         2
## 913      2             and               s         2
## 914      2             and            said         2
## 915      2             and          salman         2
## 916      2             and       senseless         2
## 917      2             and         serious         2
## 918      2             and             set         2
## 919      2             and          should         2
## 920      2             and            show         4
## 921      2             and           shown         2
## 922      2             and           sleep         2
## 923      2             and              so         6
## 924      2             and         solidar         2
## 925      2             and            some         4
## 926      2             and          speech         2
## 927      2             and        standard         2
## 928      2             and         support         4
## 929      2             and            take         2
## 930      2             and            talk         2
## 931      2             and          terror         4
## 932      2             and            that         2
## 933      2             and             the        14
## 934      2             and           theft         2
## 935      2             and           their         2
## 936      2             and            them         2
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## 938      2             and            they         2
## 939      2             and           those         2
## 940      2             and         thought         2
## 941      2             and         through         4
## 942      2             and            time         2
## 943      2             and              to        16
## 944      2             and         tonight         2
## 945      2             and             too         2
## 946      2             and          tortur         2
## 947      2             and         tragedi         2
## 948      2             and              us         4
## 949      2             and          victim         2
## 950      2             and           video         2
## 951      2             and             war         2
## 952      2             and           watch         4
## 953      2             and              we         2
## 954      2             and          websit         2
## 955      2             and            week         2
## 956      2             and         western         2
## 957      2             and            what         2
## 958      2             and            will         2
## 959      2             and            with         4
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## 961      2             and            year         2
## 962      2             and             you         4
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## 971      2           angri            make         2
## 972      2           angri            more         4
## 973      2           angri          muslim         2
## 974      2           angri              of         2
## 975      2           angri          offens         2
## 976      2           angri             one         2
## 977      2           angri           these         2
## 978      2           angri              to         2
## 979      2           angri             two         2
## 980      2           angri           which         4
## 981      2           angri             you         2
## 982      2           angri            your         2
## 983      2             ani          articl         2
## 984      2             ani          better         2
## 985      2             ani          charli         2
## 986      2             ani           could         2
## 987      2             ani           hebdo         2
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## 989      2             ani              it         2
## 990      2             ani              of         2
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## 993      2             ani             say         2
## 994      2             ani         sometim         2
## 995      2             ani            than         2
## 996      2             ani             the         2
## 997      2             ani           topic         2
## 998      2             ani          writer         2
## 999      2          anonym            been         2
## 1000     2          anonym               c         4
## 1001     2          anonym          charli         4
## 1002     2          anonym         collect         4
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## 1004     2          anonym            dump         2
## 1005     2          anonym      hacktivist         4
## 1006     2          anonym             has         6
## 1007     2          anonym           hebdo         4
## 1008     2          anonym            here         2
## 1009     2          anonym              is         2
## 1010     2          anonym          jihadi         4
## 1011     2          anonym              op         2
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## 1595     2               b         serious         2
## 1596     2               b            shot         2
## 1597     2            back      cartoonist         2
## 1598     2            back          charli         2
## 1599     2            back           fight         2
## 1600     2            back              je         2
## 1601     2            back             sui         2
## 1602     2          balanc              be         2
## 1603     2          balanc          belief         2
## 1604     2          balanc          charli         2
## 1605     2          balanc         express         2
## 1606     2          balanc           faith         2
## 1607     2          balanc         freedom         4
## 1608     2          balanc           hebdo         2
## 1609     2          balanc               n         2
## 1610     2          balanc              of         6
## 1611     2          balanc          religi         2
## 1612     2          balanc         respect         2
## 1613     2          balanc          should         2
## 1614     2          balanc            with         2
## 1615     2             ban             bid         2
## 1616     2             ban          charli         4
## 1617     2             ban             day         2
## 1618     2             ban           hebdo         2
## 1619     2             ban         holland         2
## 1620     2             ban           idiot         2
## 1621     2             ban              in         2
## 1622     2             ban              it         2
## 1623     2             ban              je         2
## 1624     2             ban            like         2
## 1625     2             ban            look         2
## 1626     2             ban            made         2
## 1627     2             ban            pari         2
## 1628     2             ban          pictur         2
## 1629     2             ban          presid         2
## 1630     2             ban           ralli         2
## 1631     2             ban           seneg         2
## 1632     2             ban             sui         2
## 1633     2             ban            that         2
## 1634     2             ban           three         2
## 1635     2             ban              to         2
## 1636     2          barbar              by         4
## 1637     2          barbar         cartoon         2
## 1638     2          barbar          charli         2
## 1639     2          barbar          enough         2
## 1640     2          barbar           hebdo         2
## 1641     2          barbar            mani         2
## 1642     2          barbar          muslim         4
## 1643     2          barbar             not         2
## 1644     2          barbar          offend         4
## 1645     2          barbar          terror         2
## 1646     2          barbar           there         2
## 1647     2          barbar             too         2
## 1648     2          basiji             but         2
## 1649     2          basiji          charli         2
## 1650     2          basiji           hebdo         4
## 1651     2          basiji            hold         2
## 1652     2          basiji            http         2
## 1653     2          basiji         iranian         2
## 1654     2          basiji            issu         2
## 1655     2          basiji          latest         2
## 1656     2          basiji              of         2
## 1657     2          basiji         prevent         2
## 1658     2          basiji         protest         2
## 1659     2          basiji           ralli         2
## 1660     2          basiji         support         2
## 1661     2          basiji              to         2
## 1662     2          basiji            were         2
## 1663     2         bathili           becom         2
## 1664     2         bathili          cacher         2
## 1665     2         bathili          charli         2
## 1666     2         bathili         citizen         2
## 1667     2         bathili          courag         2
## 1668     2         bathili             for         2
## 1669     2         bathili          french         2
## 1670     2         bathili           hebdo         2
## 1671     2         bathili             his         2
## 1672     2         bathili           hyper         2
## 1673     2         bathili         lassana         2
## 1674     2         bathili            next         2
## 1675     2         bathili           store         2
## 1676     2         bathili         tuesday         2
## 1677     2         bathili            will         2
## 1678     2             bbc          charli         2
## 1679     2             bbc             cnn         2
## 1680     2             bbc             doe         2
## 1681     2             bbc           hebdo         2
## 1682     2             bbc        muhammad         2
## 1683     2             bbc       nonmuslim         2
## 1684     2             bbc            pbuh         2
## 1685     2             bbc         prophet         2
## 1686     2             bbc            said         2
## 1687     2             bbc            what         2
## 1688     2           bbcqt           catch         2
## 1689     2           bbcqt          charli         2
## 1690     2           bbcqt         comment         2
## 1691     2           bbcqt               h         2
## 1692     2           bbcqt           hebdo         2
## 1693     2           bbcqt            most         2
## 1694     2           bbcqt              on         4
## 1695     2           bbcqt             our         2
## 1696     2           bbcqt         retweet         2
## 1697     2           bbcqt              up         2
## 1698     2           bbcqt             was         2
## 1699     2             bbs            bebe         2
## 1700     2             bbs             bec         4
## 1701     2             bbs            call         2
## 1702     2             bbs           callu         2
## 1703     2             bbs           clear         2
## 1704     2             bbs              da         2
## 1705     2             bbs             dat         2
## 1706     2             bbs            dont         2
## 1707     2             bbs          french         2
## 1708     2             bbs               i         4
## 1709     2             bbs             lol         2
## 1710     2             bbs              so         2
## 1711     2             bbs         teensya         2
## 1712     2             bbs           uknow         2
## 1713     2             bbs              ur         2
## 1714     2             bbs            were         2
## 1715     2             bbs      withbonjou         2
## 1716     2             bbs             you         2
## 1717     2              be          belief         2
## 1718     2              be         brother         4
## 1719     2              be          bullet         2
## 1720     2              be              by         4
## 1721     2              be               c         2
## 1722     2              be          charli         6
## 1723     2              be          defend         2
## 1724     2              be         exercis         2
## 1725     2              be         express         2
## 1726     2              be           faith         2
## 1727     2              be         freedom         4
## 1728     2              be              he         4
## 1729     2              be           hebdo         6
## 1730     2              be             him         2
## 1731     2              be              is         2
## 1732     2              be              it         2
## 1733     2              be            kill         4
## 1734     2              be            love         2
## 1735     2              be        muhammad         2
## 1736     2              be          muslim         8
## 1737     2              be              my         4
## 1738     2              be               n         2
## 1739     2              be            none         2
## 1740     2              be              of         8
## 1741     2              be            peac         2
## 1742     2              be             pen         2
## 1743     2              be           peopl         4
## 1744     2              be         pretend         4
## 1745     2              be          psycho         2
## 1746     2              be          religi         2
## 1747     2              be         respect         2
## 1748     2              be          should         4
## 1749     2              be            some         4
## 1750     2              be            them         2
## 1751     2              be         through         4
## 1752     2              be              to         6
## 1753     2              be            upon         2
## 1754     2              be             was         8
## 1755     2              be             who         6
## 1756     2              be            with         2
## 1757     2           beach            blew         2
## 1758     2           beach          charli         2
## 1759     2           beach            gaza         2
## 1760     2           beach          israel         2
## 1761     2           beach              je         2
## 1762     2           beach             kid         2
## 1763     2           beach              on         2
## 1764     2           beach     palestinian         2
## 1765     2           beach             ppl         2
## 1766     2           beach             sui         2
## 1767     2           beach              up         2
## 1768     2           beach            were         2
## 1769     2           beach            when         2
## 1770     2           beach           where         2
## 1771     2           beach             you         2
## 1772     2            bebe             bec         4
## 1773     2            bebe            call         2
## 1774     2            bebe           callu         2
## 1775     2            bebe           clear         2
## 1776     2            bebe              da         2
## 1777     2            bebe             dat         2
## 1778     2            bebe            dont         2
## 1779     2            bebe          french         2
## 1780     2            bebe               i         4
## 1781     2            bebe             lol         2
## 1782     2            bebe              so         2
## 1783     2            bebe         teensya         2
## 1784     2            bebe           uknow         2
## 1785     2            bebe              ur         2
## 1786     2            bebe            were         2
## 1787     2            bebe      withbonjou         2
## 1788     2            bebe             you         2
## 1789     2             bec            call         4
## 1790     2             bec           callu         4
## 1791     2             bec           clear         4
## 1792     2             bec              da         4
## 1793     2             bec             dat         4
## 1794     2             bec            dont         4
## 1795     2             bec          french         4
## 1796     2             bec               i         8
## 1797     2             bec             lol         4
## 1798     2             bec              so         4
## 1799     2             bec         teensya         4
## 1800     2             bec           uknow         4
## 1801     2             bec              ur         4
## 1802     2             bec            were         4
## 1803     2             bec      withbonjou         4
## 1804     2             bec             you         4
## 1805     2          becaus          critic         2
## 1806     2          becaus         garaudi         2
## 1807     2          becaus              he         2
## 1808     2          becaus       holocaust         2
## 1809     2          becaus           roger         2
## 1810     2          becaus             the         2
## 1811     2          becaus           trial         2
## 1812     2           becom          cacher         2
## 1813     2           becom          charli         2
## 1814     2           becom         citizen         2
## 1815     2           becom          courag         2
## 1816     2           becom             for         2
## 1817     2           becom          french         2
## 1818     2           becom           hebdo         2
## 1819     2           becom             his         2
## 1820     2           becom           hyper         2
## 1821     2           becom         lassana         2
## 1822     2           becom            next         2
## 1823     2           becom           store         2
## 1824     2           becom         tuesday         2
## 1825     2           becom            will         2
## 1826     2            been               c         2
## 1827     2            been           carri         2
## 1828     2            been          charli         8
## 1829     2            been           cover         2
## 1830     2            been          depict         2
## 1831     2            been            dump         2
## 1832     2            been            even         2
## 1833     2            been             for         4
## 1834     2            been         francoi         2
## 1835     2            been             had         2
## 1836     2            been             has         4
## 1837     2            been            have         2
## 1838     2            been           hebdo         8
## 1839     2            been            here         2
## 1840     2            been            hero         2
## 1841     2            been         holland         2
## 1842     2            been               i         4
## 1843     2            been              in         2
## 1844     2            been       interview         2
## 1845     2            been              is         2
## 1846     2            been              it         2
## 1847     2            been             ive         2
## 1848     2            been              je         2
## 1849     2            been            kill         2
## 1850     2            been          longer         2
## 1851     2            been         magazin         2
## 1852     2            been            mayb         2
## 1853     2            been            more         2
## 1854     2            been              no         2
## 1855     2            been            nobl         2
## 1856     2            been              of         2
## 1857     2            been           often         2
## 1858     2            been              op         2
## 1859     2            been         prophet         2
## 1860     2            been           pwned         2
## 1861     2            been            read         2
## 1862     2            been          reborn         2
## 1863     2            been             say         2
## 1864     2            been            sign         2
## 1865     2            been         sometim         2
## 1866     2            been           stump         2
## 1867     2            been            that         2
## 1868     2            been             the         6
## 1869     2            been           think         2
## 1870     2            been              to         4
## 1871     2            been             was         2
## 1872     2            been            week         2
## 1873     2            been             who         2
## 1874     2            been           would         2
## 1875     2            been            year         2
## 1876     2            been            your         2
## 1877     2          belief          charli         2
## 1878     2          belief       democraci         4
## 1879     2          belief             doe         4
## 1880     2          belief         express         2
## 1881     2          belief           faith         2
## 1882     2          belief         freedom        12
## 1883     2          belief           hebdo         2
## 1884     2          belief    ilovemuhamma         4
## 1885     2          belief          insult         4
## 1886     2          belief            mean         4
## 1887     2          belief               n         2
## 1888     2          belief             not         4
## 1889     2          belief              of        10
## 1890     2          belief             ppl         8
## 1891     2          belief          religi         2
## 1892     2          belief         respect         6
## 1893     2          belief               s         4
## 1894     2          belief          should         2
## 1895     2          belief            that         4
## 1896     2          belief             the        12
## 1897     2          belief               u         4
## 1898     2          belief            with         2
## 1899     2          better          charli         2
## 1900     2          better           could         2
## 1901     2          better           hebdo         2
## 1902     2          better              it         2
## 1903     2          better          pictur         2
## 1904     2          better             say         2
## 1905     2          better         sometim         2
## 1906     2          better            than         2
## 1907     2          better          writer         2
## 1908     2             bid         holland         2
## 1909     2             bid           idiot         2
## 1910     2             bid            like         2
## 1911     2             bid            look         2
## 1912     2             bid            made         2
## 1913     2             bid          pictur         2
## 1914     2             bid            that         2
## 1915     2             bid              to         2
## 1916     2             big           event         2
## 1917     2             big           franc         2
## 1918     2             big            from         2
## 1919     2             big            have         2
## 1920     2             big              in         2
## 1921     2             big              is         2
## 1922     2             big              it         2
## 1923     2             big           learn         2
## 1924     2             big            need         2
## 1925     2             big          recent         2
## 1926     2             big           shown         2
## 1927     2             big         solidar         2
## 1928     2             big             the         4
## 1929     2             big              to         2
## 1930     2             big         tragedi         2
## 1931     2             big              we         2
## 1932     2        blasphem          charli         2
## 1933     2        blasphem             etc         2
## 1934     2        blasphem           hebdo         2
## 1935     2        blasphem               i         2
## 1936     2        blasphem              ji         2
## 1937     2        blasphem            juif         2
## 1938     2        blasphem              lo         2
## 1939     2        blasphem             mqm         2
## 1940     2        blasphem           other         2
## 1941     2        blasphem           pleas         2
## 1942     2        blasphem            pmln         2
## 1943     2        blasphem         protest         2
## 1944     2        blasphem             pti         2
## 1945     2        blasphem         support         2
## 1946     2        blasphem            work         2
## 1947     2            blew          charli         2
## 1948     2            blew            gaza         2
## 1949     2            blew          israel         2
## 1950     2            blew              je         2
## 1951     2            blew             kid         2
## 1952     2            blew              on         2
## 1953     2            blew     palestinian         2
## 1954     2            blew             ppl         2
## 1955     2            blew             sui         2
## 1956     2            blew              up         2
## 1957     2            blew            were         2
## 1958     2            blew            when         2
## 1959     2            blew           where         2
## 1960     2            blew             you         2
## 1961     2           blood            drop         2
## 1962     2           blood             not         2
## 1963     2           blood              of         2
## 1964     2           blood           singl         2
## 1965     2            boko              by         2
## 1966     2            boko            care         2
## 1967     2            boko            case         2
## 1968     2            boko          charli         4
## 1969     2            boko           could         2
## 1970     2            boko             got         2
## 1971     2            boko          happen         2
## 1972     2            boko           haram         4
## 1973     2            boko           hebdo         4
## 1974     2            boko             htt         2
## 1975     2            boko            http         2
## 1976     2            boko              in         2
## 1977     2            boko          inform         2
## 1978     2            boko              it         2
## 1979     2            boko            like         2
## 1980     2            boko            more         2
## 1981     2            boko              of         2
## 1982     2            boko           point         2
## 1983     2            boko            race         2
## 1984     2            boko            seem         2
## 1985     2            boko          select         2
## 1986     2            boko            than         2
## 1987     2            boko            that         2
## 1988     2            boko             the         4
## 1989     2            boko              to         4
## 1990     2            boko      understand         2
## 1991     2            boko              us         2
## 1992     2            boko             via         2
## 1993     2            boko         violenc         2
## 1994     2            boko              we         2
## 1995     2            boko             whi         2
## 1996     2       boundless           break         2
## 1997     2       boundless          charli         2
## 1998     2       boundless         express         2
## 1999     2       boundless         freedom         2
## 2000     2       boundless           hebdo         2
## 2001     2       boundless          insult         2
## 2002     2       boundless             not         2
## 2003     2       boundless              of         2
## 2004     2       boundless              on         2
## 2005     2       boundless            pope         2
## 2006     2       boundless        religion         2
## 2007     2       boundless            when         2
## 2008     2           break           burnt         2
## 2009     2           break          charli         2
## 2010     2           break          church         2
## 2011     2           break            down         2
## 2012     2           break         express         2
## 2013     2           break         freedom         2
## 2014     2           break           hebdo         4
## 2015     2           break              in         2
## 2016     2           break          insult         2
## 2017     2           break           niger         2
## 2018     2           break             not         2
## 2019     2           break              of         2
## 2020     2           break              on         2
## 2021     2           break            pope         2
## 2022     2           break         protest         2
## 2023     2           break        religion         2
## 2024     2           break          report         2
## 2025     2           break             two         2
## 2026     2           break            when         2
## 2027     2     breakingnew            camp         2
## 2028     2     breakingnew            http         2
## 2029     2     breakingnew            iran         2
## 2030     2     breakingnew        irantalk         2
## 2031     2     breakingnew            iraq         2
## 2032     2     breakingnew         liberti         2
## 2033     2     breakingnew               n         2
## 2034     2     breakingnew     parisattack         2
## 2035     2     breakingnew       statedept         2
## 2036     2     breakingnew               u         2
## 2037     2     breakingnew              uk         2
## 2038     2     breakingnew          urgent         2
## 2039     2           broke              by         4
## 2040     2           broke         cartoon         4
## 2041     2           broke          charli         2
## 2042     2           broke          finger         4
## 2043     2           broke             for         4
## 2044     2           broke           hebdo         2
## 2045     2           broke             his         8
## 2046     2           broke             one         8
## 2047     2           broke            they         4
## 2048     2         brother              by         4
## 2049     2         brother          charli         4
## 2050     2         brother              he         4
## 2051     2         brother           hebdo         4
## 2052     2         brother            kill         4
## 2053     2         brother          muslim         8
## 2054     2         brother              my         4
## 2055     2         brother           peopl         4
## 2056     2         brother         pretend         4
## 2057     2         brother              to         4
## 2058     2         brother             was         8
## 2059     2         brother             who         4
## 2060     2          bullet               c         2
## 2061     2          bullet          defend         2
## 2062     2          bullet         exercis         2
## 2063     2          bullet              it         2
## 2064     2          bullet            love         2
## 2065     2          bullet            none         2
## 2066     2          bullet              of         2
## 2067     2          bullet             pen         2
## 2068     2          bullet          psycho         2
## 2069     2          bullet          should         2
## 2070     2          bullet            some         4
## 2071     2          bullet            them         2
## 2072     2          bullet         through         4
## 2073     2          bullet              to         2
## 2074     2            burn          charli         4
## 2075     2            burn           cover         2
## 2076     2            burn            east         2
## 2077     2            burn            flag         4
## 2078     2            burn          french         4
## 2079     2            burn           hebdo         6
## 2080     2            burn              in         4
## 2081     2            burn            iran         2
## 2082     2            burn           march         2
## 2083     2            burn           middl         2
## 2084     2            burn           mount         2
## 2085     2            burn              on         2
## 2086     2            burn             onc         2
## 2087     2            burn            over         2
## 2088     2            burn     palestinian         2
## 2089     2            burn            pari         2
## 2090     2            burn         protest         2
## 2091     2            burn             shi         2
## 2092     2            burn           templ         2
## 2093     2            burn          terror         2
## 2094     2            burn             the         4
## 2095     2            burn           twice         2
## 2096     2            burn           video         2
## 2097     2            burn           watch         2
## 2098     2           burnt          church         2
## 2099     2           burnt            down         2
## 2100     2           burnt           hebdo         2
## 2101     2           burnt              in         2
## 2102     2           burnt           niger         2
## 2103     2           burnt         protest         2
## 2104     2           burnt          report         2
## 2105     2           burnt             two         2
## 2106     2             but        campaign         2
## 2107     2             but          charli         8
## 2108     2             but         chomski         2
## 2109     2             but          clanci         2
## 2110     2             but            cnns         2
## 2111     2             but         conduct         4
## 2112     2             but     controversi         2
## 2113     2             but           didnt         4
## 2114     2             but           drone         2
## 2115     2             but           empti         4
## 2116     2             but          evryth         2
## 2117     2             but         freedom         2
## 2118     2             but           guard         4
## 2119     2             but           hebdo        10
## 2120     2             but            hold         2
## 2121     2             but            http         2
## 2122     2             but       hypocrisi         2
## 2123     2             but              in         4
## 2124     2             but         iranian         2
## 2125     2             but              is         2
## 2126     2             but          israel         4
## 2127     2             but            issu         2
## 2128     2             but             jim         2
## 2129     2             but          latest         2
## 2130     2             but            lead         4
## 2131     2             but          leader         4
## 2132     2             but         marcher         4
## 2133     2             but         massacr         2
## 2134     2             but            noam         2
## 2135     2             but           obama         2
## 2136     2             but              of         4
## 2137     2             but              on         4
## 2138     2             but              op         4
## 2139     2             but            pari         4
## 2140     2             but           photo         4
## 2141     2             but         prevent         2
## 2142     2             but         protest         2
## 2143     2             but           ralli         2
## 2144     2             but          resign         2
## 2145     2             but            seem         2
## 2146     2             but              so         2
## 2147     2             but          speech         2
## 2148     2             but          street         4
## 2149     2             but         support         2
## 2150     2             but          terror         2
## 2151     2             but              to         2
## 2152     2             but           tweet         2
## 2153     2             but             was         2
## 2154     2             but            were         2
## 2155     2             but         western         2
## 2156     2             but           world         4
## 2157     2             buy          charli         2
## 2158     2             buy             for         2
## 2159     2             buy           hebdo         2
## 2160     2             buy               i         2
## 2161     2             buy              in         2
## 2162     2             buy              it         2
## 2163     2             buy         magazin         2
## 2164     2             buy             not         2
## 2165     2             buy        singapor         2
## 2166     2             buy         sometim         2
## 2167     2             buy            what         2
## 2168     2              by         cartoon        10
## 2169     2              by            case         2
## 2170     2              by          charli        14
## 2171     2              by         cofound         2
## 2172     2              by            edit         4
## 2173     2              by          enough         4
## 2174     2              by             far         2
## 2175     2              by          finger         4
## 2176     2              by             for         4
## 2177     2              by           haram         2
## 2178     2              by              he         4
## 2179     2              by           hebdo        14
## 2180     2              by             his         8
## 2181     2              by            http         2
## 2182     2              by              in         2
## 2183     2              by          inform         2
## 2184     2              by            kill         4
## 2185     2              by          leader         4
## 2186     2              by            mani         4
## 2187     2              by           moham         2
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## 2276     2               c             was         2
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## 2278     2               c             who         2
## 2279     2               c            wipe         2
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## 2284     2          cacher         citizen         2
## 2285     2          cacher          courag         4
## 2286     2          cacher             for         2
## 2287     2          cacher          french         2
## 2288     2          cacher           hebdo         4
## 2289     2          cacher             his         2
## 2290     2          cacher           honor         2
## 2291     2          cacher           hyper         4
## 2292     2          cacher         lassana         2
## 2293     2          cacher            last         2
## 2294     2          cacher            next         2
## 2295     2          cacher              of         4
## 2296     2          cacher            paid         2
## 2297     2          cacher         respect         2
## 2298     2          cacher       senseless         2
## 2299     2          cacher           store         2
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## 2301     2          cacher             the         2
## 2302     2          cacher         tuesday         2
## 2303     2          cacher          victim         2
## 2304     2          cacher            week         2
## 2305     2          cacher            will         2
## 2306     2            call           callu         2
## 2307     2            call           clear         2
## 2308     2            call              da         2
## 2309     2            call             dat         2
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## 2311     2            call          french         2
## 2312     2            call               i         4
## 2313     2            call             lol         2
## 2314     2            call              so         2
## 2315     2            call         teensya         2
## 2316     2            call           uknow         2
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## 2319     2            call      withbonjou         2
## 2320     2            call             you         2
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## 2323     2           callu             dat         2
## 2324     2           callu            dont         2
## 2325     2           callu          french         2
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## 2328     2           callu              so         2
## 2329     2           callu         teensya         2
## 2330     2           callu           uknow         2
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## 2337     2            camp        irantalk         2
## 2338     2            camp            iraq         2
## 2339     2            camp         liberti         2
## 2340     2            camp               n         2
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## 2342     2            camp       statedept         2
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## 2344     2            camp              uk         2
## 2345     2            camp          urgent         2
## 2346     2        campaign          charli         2
## 2347     2        campaign         chomski         2
## 2348     2        campaign           drone         2
## 2349     2        campaign           hebdo         2
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## 2367     2             can             jim         2
## 2368     2             can           littl         2
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## 2387     2             can            wipe         2
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## 2391     2            cant          charli         2
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## 2393     2            cant          famili         2
## 2394     2            cant          french         2
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## 2397     2            cant              my         2
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## 2401     2            cant         thought         2
## 2402     2            cant         tonight         2
## 2403     2            cant            with         2
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## 2411     2           capit           niger         2
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## 2717     2          charli   ilovemuhammad         2
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## 3217     2         conduct          leader         4
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## 3222     2         conduct           photo         4
## 3223     2         conduct            seem         2
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## 3263     2             cop         ridicul         2
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## 3911     2           emerg          terror         2
## 3912     2           emerg             the         2
## 3913     2           emerg             web         2
## 3914     2           empti           guard         4
## 3915     2           empti           hebdo         4
## 3916     2           empti              in         4
## 3917     2           empti            lead         4
## 3918     2           empti          leader         4
## 3919     2           empti         marcher         4
## 3920     2           empti              on         4
## 3921     2           empti              op         4
## 3922     2           empti            pari         4
## 3923     2           empti           photo         4
## 3924     2           empti            seem         2
## 3925     2           empti          street         4
## 3926     2           empti           world         4
## 3927     2           enemi           jesus         2
## 3928     2           enemi            love         2
## 3929     2           enemi             say         2
## 3930     2           enemi            your         2
## 3931     2         english              he         2
## 3932     2         english              ht         2
## 3933     2         english              is         2
## 3934     2         english             man         2
## 3935     2         english             met         2
## 3936     2         english        muhammad         4
## 3937     2         english            pari         2
## 3938     2         english            pbuh         2
## 3939     2         english            read         2
## 3940     2         english            said         2
## 3941     2         english           stori         2
## 3942     2         english            taxi         2
## 3943     2         english            this         2
## 3944     2         english            what         2
## 3945     2         english             who         4
## 3946     2          enough            have         2
## 3947     2          enough           hebdo         4
## 3948     2          enough           human         2
## 3949     2          enough               i         2
## 3950     2          enough            mani         2
## 3951     2          enough          muslim         4
## 3952     2          enough              no         2
## 3953     2          enough             not         2
## 3954     2          enough          offend         4
## 3955     2          enough             pay         2
## 3956     2          enough          terror         2
## 3957     2          enough           there         2
## 3958     2          enough            they         2
## 3959     2          enough            time         2
## 3960     2          enough              to         4
## 3961     2          enough             too         2
## 3962     2          enough             you         2
## 3963     2             etc           hebdo         2
## 3964     2             etc               i         2
## 3965     2             etc              ji         2
## 3966     2             etc            juif         2
## 3967     2             etc              lo         2
## 3968     2             etc             mqm         2
## 3969     2             etc           other         2
## 3970     2             etc           pleas         2
## 3971     2             etc            pmln         2
## 3972     2             etc         protest         2
## 3973     2             etc             pti         2
## 3974     2             etc         support         2
## 3975     2             etc            work         2
## 3976     2            even             for         2
## 3977     2            even            have         2
## 3978     2            even           hebdo         2
## 3979     2            even              it         2
## 3980     2            even              je         2
## 3981     2            even            mayb         2
## 3982     2            even            more         2
## 3983     2            even            nobl         2
## 3984     2            even              of         2
## 3985     2            even         prophet         2
## 3986     2            even            read         2
## 3987     2            even            sign         2
## 3988     2            even            that         2
## 3989     2            even             the         4
## 3990     2            even              to         2
## 3991     2            even           would         2
## 3992     2           event           franc         2
## 3993     2           event            from         2
## 3994     2           event            have         2
## 3995     2           event              in         2
## 3996     2           event              is         2
## 3997     2           event              it         2
## 3998     2           event           learn         2
## 3999     2           event            need         2
## 4000     2           event          recent         2
## 4001     2           event           shown         2
## 4002     2           event         solidar         2
## 4003     2           event             the         4
## 4004     2           event              to         2
## 4005     2           event         tragedi         2
## 4006     2           event              we         2
## 4007     2            ever         hashtag         2
## 4008     2            ever            hour         2
## 4009     2            ever              in         4
## 4010     2            ever              je         2
## 4011     2            ever         million         2
## 4012     2            ever            most         2
## 4013     2            ever              of         2
## 4014     2            ever             one         2
## 4015     2            ever         popular         2
## 4016     2            ever             sui         2
## 4017     2            ever             the         2
## 4018     2            ever           tweet         2
## 4019     2            ever             was         2
## 4020     2        everyday           heart         2
## 4021     2        everyday              in         2
## 4022     2        everyday         increas         2
## 4023     2        everyday            love         2
## 4024     2        everyday        muhammad         2
## 4025     2        everyday              of         2
## 4026     2        everyday             our         2
## 4027     2        everyday         prophat         2
## 4028     2        everyday         prophet         2
## 4029     2        everyday            stay         2
## 4030     2        everyday             the         4
## 4031     2        everyday          whatev         2
## 4032     2        everyday             you         2
## 4033     2       everywher        hypocrit         4
## 4034     2          evryth         freedom         2
## 4035     2          evryth       hypocrisi         2
## 4036     2          evryth          israel         4
## 4037     2          evryth             jim         2
## 4038     2          evryth              of         2
## 4039     2          evryth          resign         2
## 4040     2          evryth          speech         2
## 4041     2          evryth           tweet         2
## 4042     2          evryth         western         2
## 4043     2         exercis              it         2
## 4044     2         exercis            love         2
## 4045     2         exercis            none         2
## 4046     2         exercis              of         2
## 4047     2         exercis             pen         2
## 4048     2         exercis          psycho         2
## 4049     2         exercis          should         2
## 4050     2         exercis            some         4
## 4051     2         exercis            them         2
## 4052     2         exercis         through         4
## 4053     2         exercis              to         2
## 4054     2           expos       hypocrisi         2
## 4055     2           expos              of         2
## 4056     2           expos             the         4
## 4057     2           expos           world         2
## 4058     2         express           faith         2
## 4059     2         express         freedom         6
## 4060     2         express           hebdo         4
## 4061     2         express          insult         2
## 4062     2         express               n         2
## 4063     2         express             not         2
## 4064     2         express              of         8
## 4065     2         express              on         2
## 4066     2         express            pope         2
## 4067     2         express          religi         2
## 4068     2         express        religion         2
## 4069     2         express         respect         2
## 4070     2         express          should         2
## 4071     2         express            when         2
## 4072     2         express            with         2
## 4073     2       extremist              he         2
## 4074     2       extremist           hebdo         4
## 4075     2       extremist               i         4
## 4076     2       extremist            iran         2
## 4077     2       extremist              je         2
## 4078     2       extremist              op         2
## 4079     2       extremist          report         2
## 4080     2       extremist               s         4
## 4081     2       extremist             sui         2
## 4082     2       extremist              to         4
## 4083     2       extremist             via         2
## 4084     2       extremist            want         2
## 4085     2            fail              is         2
## 4086     2            fail              je         2
## 4087     2            fail          normal         2
## 4088     2            fail            pope         2
## 4089     2            fail           react         2
## 4090     2            fail             say         2
## 4091     2            fail          speech         2
## 4092     2            fail             sui         2
## 4093     2            fail              to         2
## 4094     2            fail         violenc         2
## 4095     2            fail            with         2
## 4096     2           faith         freedom         6
## 4097     2           faith           hebdo         2
## 4098     2           faith             his         2
## 4099     2           faith               i         6
## 4100     2           faith          insult         2
## 4101     2           faith              is         2
## 4102     2           faith              it         2
## 4103     2           faith          mental         2
## 4104     2           faith         messeng         2
## 4105     2           faith          muslim         2
## 4106     2           faith              my         2
## 4107     2           faith               n         2
## 4108     2           faith             not         4
## 4109     2           faith              of         8
## 4110     2           faith              or         2
## 4111     2           faith          racism         2
## 4112     2           faith          religi         2
## 4113     2           faith         respect         2
## 4114     2           faith         ridicul         2
## 4115     2           faith           right         2
## 4116     2           faith          should         2
## 4117     2           faith              so         2
## 4118     2           faith          speech         2
## 4119     2           faith          terror         2
## 4120     2           faith             the         2
## 4121     2           faith              to         2
## 4122     2           faith            with         2
## 4123     2          famili            feel         2
## 4124     2          famili           franc         2
## 4125     2          famili          french         2
## 4126     2          famili               g         2
## 4127     2          famili             gun         2
## 4128     2          famili           heart         2
## 4129     2          famili           hebdo         4
## 4130     2          famili             how         2
## 4131     2          famili              je         2
## 4132     2          famili            love         2
## 4133     2          famili            mani         2
## 4134     2          famili              my         2
## 4135     2          famili               n         4
## 4136     2          famili            need         2
## 4137     2          famili              no         2
## 4138     2          famili              of         2
## 4139     2          famili             one         2
## 4140     2          famili           other         2
## 4141     2          famili             our         2
## 4142     2          famili            pari         2
## 4143     2          famili          profit         2
## 4144     2          famili               r         4
## 4145     2          famili            rose         2
## 4146     2          famili          should         2
## 4147     2          famili           sleep         2
## 4148     2          famili              so         2
## 4149     2          famili             sui         2
## 4150     2          famili            that         2
## 4151     2          famili             the         4
## 4152     2          famili           their         2
## 4153     2          famili            this         2
## 4154     2          famili         thought         2
## 4155     2          famili              to         2
## 4156     2          famili         tonight         2
## 4157     2          famili          victim         2
## 4158     2          famili               w         2
## 4159     2          famili             war         2
## 4160     2          famili              we         2
## 4161     2          famili            with         2
## 4162     2             far           hebdo         2
## 4163     2             far           moham         2
## 4164     2             far             too         2
## 4165     2             far            went         2
## 4166     2          father               i         4
## 4167     2          father   ilovemuhammad         2
## 4168     2          father            love         4
## 4169     2          father            more         2
## 4170     2          father          mother         2
## 4171     2          father        muhammad         2
## 4172     2          father              my         4
## 4173     2          father         prophet         2
## 4174     2          father            than         2
## 4175     2           fatwa           franc         2
## 4176     2           fatwa           hebdo         2
## 4177     2           fatwa            iran         2
## 4178     2           fatwa       norouhani         2
## 4179     2           fatwa              of         2
## 4180     2           fatwa          remind         2
## 4181     2           fatwa          rushdi         2
## 4182     2           fatwa          salman         2
## 4183     2           fatwa              us         2
## 4184     2            feel           hebdo         2
## 4185     2            feel             how         2
## 4186     2            feel            mani         2
## 4187     2            feel              of         2
## 4188     2            feel           other         2
## 4189     2            feel          profit         2
## 4190     2            feel          should         2
## 4191     2            feel              so         2
## 4192     2            feel            that         2
## 4193     2            feel             the         4
## 4194     2            feel            this         2
## 4195     2            feel              to         2
## 4196     2            feel          victim         2
## 4197     2        feminist           hebdo         2
## 4198     2        feminist              je         2
## 4199     2        feminist          leader         2
## 4200     2        feminist            male         2
## 4201     2        feminist           march         4
## 4202     2        feminist         newspap         2
## 4203     2        feminist              of         2
## 4204     2        feminist             out         2
## 4205     2        feminist            pari         4
## 4206     2        feminist       photoshop         2
## 4207     2        feminist             sui         2
## 4208     2        feminist           world         2
## 4209     2           fight              je         2
## 4210     2           fight             sui         2
## 4211     2          finger             for         4
## 4212     2          finger           hebdo         2
## 4213     2          finger             his         8
## 4214     2          finger             one         8
## 4215     2          finger            they         4
## 4216     2            fire             gas         2
## 4217     2            fire           hebdo         2
## 4218     2            fire              in         2
## 4219     2            fire          niamey         2
## 4220     2            fire           niger         2
## 4221     2            fire         protest         2
## 4222     2            fire            tear         2
## 4223     2        firebomb            head         2
## 4224     2        firebomb            http         2
## 4225     2        firebomb         increas         2
## 4226     2        firebomb            into         2
## 4227     2        firebomb           mosqu         2
## 4228     2        firebomb            pari         2
## 4229     2        firebomb             pig         2
## 4230     2        firebomb          thrown         2
## 4231     2           first           hebdo         2
## 4232     2           first             how         2
## 4233     2           first            issu         2
## 4234     2           first              it         2
## 4235     2           first              of         2
## 4236     2           first          select         2
## 4237     2           first             the         2
## 4238     2            flag          french         4
## 4239     2            flag           hebdo         4
## 4240     2            flag              in         2
## 4241     2            flag           march         2
## 4242     2            flag           middl         2
## 4243     2            flag           mount         2
## 4244     2            flag              on         2
## 4245     2            flag            over         2
## 4246     2            flag     palestinian         2
## 4247     2            flag         protest         2
## 4248     2            flag           templ         2
## 4249     2            flag             the         4
## 4250     2            flag           video         2
## 4251     2            flag           watch         2
## 4252     2             for          french         2
## 4253     2             for          friend         2
## 4254     2             for           funer         2
## 4255     2             for             had         2
## 4256     2             for            have         2
## 4257     2             for           hebdo        16
## 4258     2             for            held         2
## 4259     2             for            hero         2
## 4260     2             for             his        12
## 4261     2             for           hyper         2
## 4262     2             for               i         6
## 4263     2             for            idea         2
## 4264     2             for         illustr         2
## 4265     2             for              in         6
## 4266     2             for       interview         2
## 4267     2             for              it         6
## 4268     2             for             ive         2
## 4269     2             for               j         2
## 4270     2             for              je         6
## 4271     2             for            kill         2
## 4272     2             for         lassana         2
## 4273     2             for          longer         2
## 4274     2             for         magazin         2
## 4275     2             for             man         2
## 4276     2             for            mayb         2
## 4277     2             for            more         2
## 4278     2             for          muslim         4
## 4279     2             for              my         4
## 4280     2             for               n         2
## 4281     2             for            need         2
## 4282     2             for            next         2
## 4283     2             for              no         6
## 4284     2             for            nobl         2
## 4285     2             for             not         6
## 4286     2             for              of         4
## 4287     2             for           often         2
## 4288     2             for             one         8
## 4289     2             for               p         2
## 4290     2             for            pari         4
## 4291     2             for            peac         2
## 4292     2             for         prophet         2
## 4293     2             for            read         2
## 4294     2             for          sharia         2
## 4295     2             for            sign         2
## 4296     2             for        singapor         2
## 4297     2             for         sometim         4
## 4298     2             for           still         2
## 4299     2             for           store         2
## 4300     2             for           stump         2
## 4301     2             for             sui         4
## 4302     2             for               t         2
## 4303     2             for            tcot         2
## 4304     2             for        teaparti         2
## 4305     2             for            that         2
## 4306     2             for             the         6
## 4307     2             for            they         6
## 4308     2             for           think         4
## 4309     2             for              to         8
## 4310     2             for         tuesday         2
## 4311     2             for          victim         2
## 4312     2             for             was         2
## 4313     2             for            what         2
## 4314     2             for             whi         2
## 4315     2             for             who         2
## 4316     2             for            will         2
## 4317     2             for           would         2
## 4318     2             for            year         2
## 4319     2             for             you         2
## 4320     2             for            your         2
## 4321     2          forget             not         2
## 4322     2          forget              we         2
## 4323     2          forget            will         2
## 4324     2          forgiv             god         2
## 4325     2          forgiv              of         2
## 4326     2           franc            from         2
## 4327     2           franc               g         2
## 4328     2           franc             gun         2
## 4329     2           franc             has         2
## 4330     2           franc            have         2
## 4331     2           franc           heart         2
## 4332     2           franc           hebdo         6
## 4333     2           franc              in         4
## 4334     2           franc            iran         2
## 4335     2           franc              is         4
## 4336     2           franc              it         2
## 4337     2           franc              je         4
## 4338     2           franc           learn         2
## 4339     2           franc               n         4
## 4340     2           franc              ne         2
## 4341     2           franc            need         4
## 4342     2           franc         nigeria         2
## 4343     2           franc              no         2
## 4344     2           franc       norouhani         2
## 4345     2           franc             not         2
## 4346     2           franc              of         4
## 4347     2           franc              op         6
## 4348     2           franc             our         2
## 4349     2           franc            pari         2
## 4350     2           franc             pas         2
## 4351     2           franc           pleas         2
## 4352     2           franc               r         4
## 4353     2           franc          recent         4
## 4354     2           franc          remind         2
## 4355     2           franc            rose         2
## 4356     2           franc          rushdi         2
## 4357     2           franc          salman         2
## 4358     2           franc           shown         2
## 4359     2           franc         solidar         2
## 4360     2           franc             sui         4
## 4361     2           franc         suspect         2
## 4362     2           franc           tangl         2
## 4363     2           franc          terror         2
## 4364     2           franc             the         6
## 4365     2           franc              to         2
## 4366     2           franc         tragedi         2
## 4367     2           franc              us         2
## 4368     2           franc               w         2
## 4369     2           franc             war         2
## 4370     2           franc              we         4
## 4371     2           franc             web         2
## 4372     2         francoi             has         2
## 4373     2         francoi           hebdo         2
## 4374     2         francoi         holland         2
## 4375     2         francoi            kill         2
## 4376     2         francoi         magazin         2
## 4377     2         francoi          reborn         2
## 4378     2         francoi             say         2
## 4379     2         francoi             the         2
## 4380     2         francoi            week         2
## 4381     2            free             get         2
## 4382     2            free             how         2
## 4383     2            free              it         2
## 4384     2            free            land         2
## 4385     2            free          murder         2
## 4386     2            free              of         2
## 4387     2            free        palestin         2
## 4388     2            free             the         2
## 4389     2            free           theft         2
## 4390     2            free            with         2
## 4391     2            free            year         2
## 4392     2            free         zionist         2
## 4393     2         freedom           hebdo         8
## 4394     2         freedom       hypocrisi         2
## 4395     2         freedom              if         2
## 4396     2         freedom    ilovemuhamma         4
## 4397     2         freedom          insult         8
## 4398     2         freedom              is         2
## 4399     2         freedom          israel         6
## 4400     2         freedom              it         2
## 4401     2         freedom              je         2
## 4402     2         freedom             jim         2
## 4403     2         freedom             let         2
## 4404     2         freedom            mean         4
## 4405     2         freedom          mental         2
## 4406     2         freedom         messeng         2
## 4407     2         freedom        muhammad         2
## 4408     2         freedom          muslim         2
## 4409     2         freedom               n         4
## 4410     2         freedom              ne         2
## 4411     2         freedom             not        10
## 4412     2         freedom             now         2
## 4413     2         freedom              of        26
## 4414     2         freedom          offend         2
## 4415     2         freedom              on         4
## 4416     2         freedom              or         2
## 4417     2         freedom             pas         2
## 4418     2         freedom           pleas         2
## 4419     2         freedom            pope         2
## 4420     2         freedom             ppl         8
## 4421     2         freedom          racism         2
## 4422     2         freedom          religi         4
## 4423     2         freedom        religion         2
## 4424     2         freedom          resign         2
## 4425     2         freedom         respect         8
## 4426     2         freedom               s         4
## 4427     2         freedom         serious         2
## 4428     2         freedom          should         4
## 4429     2         freedom              so         2
## 4430     2         freedom          speech         8
## 4431     2         freedom        standard         2
## 4432     2         freedom             sui         2
## 4433     2         freedom            talk         2
## 4434     2         freedom          terror         2
## 4435     2         freedom            that         4
## 4436     2         freedom             the        12
## 4437     2         freedom              to         2
## 4438     2         freedom           tweet         2
## 4439     2         freedom               u         4
## 4440     2         freedom         western         4
## 4441     2         freedom            when         2
## 4442     2         freedom             whi         2
## 4443     2         freedom            with         6
## 4444     2         freedom            your         2
## 4445     2 freedomofspeech           hebdo         2
## 4446     2 freedomofspeech    ilovemuhamma         2
## 4447     2 freedomofspeech           islam         2
## 4448     2 freedomofspeech          latest         2
## 4449     2 freedomofspeech             our         2
## 4450     2 freedomofspeech           radic         2
## 4451     2 freedomofspeech           video         2
## 4452     2 freedomofspeech           watch         2
## 4453     2          french            from         4
## 4454     2          french          gunmen         4
## 4455     2          french            hack         2
## 4456     2          french           hebdo        12
## 4457     2          french             hid         4
## 4458     2          french             his         2
## 4459     2          french           hyper         2
## 4460     2          french               i         4
## 4461     2          french              in         6
## 4462     2          french          jewish         4
## 4463     2          french         karachi         2
## 4464     2          french         lassana         2
## 4465     2          french             lol         2
## 4466     2          french            love         2
## 4467     2          french          malian         4
## 4468     2          french           march         2
## 4469     2          french           middl         2
## 4470     2          french           mount         2
## 4471     2          french          muslim         2
## 4472     2          french              my         2
## 4473     2          french          nation         4
## 4474     2          french            near         2
## 4475     2          french            next         2
## 4476     2          french              of         2
## 4477     2          french              on         6
## 4478     2          french             one         2
## 4479     2          french            over         4
## 4480     2          french     palestinian         2
## 4481     2          french            pari         4
## 4482     2          french           peopl         4
## 4483     2          french         protest         4
## 4484     2          french           sleep         2
## 4485     2          french              so         2
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## 4494     2          french         tuesday         2
## 4495     2          french           uknow         2
## 4496     2          french              ur         2
## 4497     2          french           video         2
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## 4499     2          french           watch         2
## 4500     2          french          websit         2
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## 4502     2          french             who         4
## 4503     2          french            will         2
## 4504     2          french            with         2
## 4505     2          french      withbonjou         2
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## 4508     2          friend              in         2
## 4509     2          friend          muslim         2
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## 4579     2               g               n         6
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## 4581     2               g              no         2
## 4582     2               g             our         2
## 4583     2               g        pakistan         2
## 4584     2               g            pari         2
## 4585     2               g      photograph         2
## 4586     2               g         protest         2
## 4587     2               g               r         6
## 4588     2               g            rose         2
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## 4590     2               g            shot         2
## 4591     2               g             sui         2
## 4592     2               g               w         2
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## 4594     2               g              we         2
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## 4602     2             gas          niamey         2
## 4603     2             gas           niger         2
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## 4605     2             gas            tear         2
## 4606     2            gaza          israel         2
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## 4608     2            gaza             kid         2
## 4609     2            gaza              on         2
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## 4611     2            gaza             ppl         2
## 4612     2            gaza             sui         2
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## 4620     2             get            land         2
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## 4625     2             get           theft         2
## 4626     2             get            with         2
## 4627     2             get            year         2
## 4628     2             get         zionist         2
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## 4635     2          ghraib            that         2
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## 4637     2          ghraib          tortur         2
## 4638     2          ghraib              us         2
## 4639     2          ghraib             war         2
## 4640     2          ghraib            what         2
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## 4645     2            give             the         2
## 4646     2            give              to         4
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## 4649     2             god   ilovemuhammad         2
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## 4655     2             god            said         2
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## 4661     2             got          happen         2
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## 4670     2             got            that         2
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## 4684     2           guard           photo         4
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## 4941     2           heart          muslim         2
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## 4943     2           heart            need         2
## 4944     2           heart              no         2
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## 4948     2           heart         prophat         2
## 4949     2           heart         prophet         4
## 4950     2           heart               r         4
## 4951     2           heart            rose         2
## 4952     2           heart            stay         2
## 4953     2           heart             sui         2
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## 4982     2           hebdo              ht         2
## 4983     2           hebdo             htt         2
## 4984     2           hebdo            http        10
## 4985     2           hebdo           human         2
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## 4987     2           hebdo               i        14
## 4988     2           hebdo             iam         4
## 4989     2           hebdo            idea         2
## 4990     2           hebdo              if         8
## 4991     2           hebdo         illustr         2
## 4992     2           hebdo    ilovemuhamma         2
## 4993     2           hebdo   ilovemuhammad         2
## 4994     2           hebdo            imag         2
## 4995     2           hebdo              in        40
## 4996     2           hebdo          includ         2
## 4997     2           hebdo          inform         2
## 4998     2           hebdo           injur         2
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## 5000     2           hebdo            iran        10
## 5001     2           hebdo         iranian         6
## 5002     2           hebdo              is        18
## 5003     2           hebdo           islam         8
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## 5035     2           hebdo            mayb         2
## 5036     2           hebdo           mayor         2
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## 5058     2           hebdo            noam         2
## 5059     2           hebdo            nobl         2
## 5060     2           hebdo       nonmuslim         2
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## 5086     2           hebdo           peopl         4
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## 5088     2           hebdo      photograph         2
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## 5093     2           hebdo            pmln         2
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## 5099     2           hebdo         pretend         4
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## 5147     2           hebdo          speech         2
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## 5165     2           hebdo            than         6
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## 5168     2           hebdo           their         4
## 5169     2           hebdo           there         2
## 5170     2           hebdo           these         2
## 5171     2           hebdo            they         6
## 5172     2           hebdo           think         4
## 5173     2           hebdo            this         4
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## 5176     2           hebdo           three         2
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## 5195     2           hebdo          victim         6
## 5196     2           hebdo           video         6
## 5197     2           hebdo         violenc         2
## 5198     2           hebdo         violent         2
## 5199     2           hebdo               w         2
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## 5201     2           hebdo            want         2
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## 5203     2           hebdo           watch         4
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## 5330     2             hit         protest         2
## 5331     2             hit           video         2
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## 5334     2            hold         iranian         2
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## 5376     2            hour         popular         2
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## 5378     2            hour             the         2
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## 5390     2             how           media         2
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## 5392     2             how               n         4
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## 5413     2             how           theft         2
## 5414     2             how            this         2
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## 5416     2             how           tweet         2
## 5417     2             how         twitter         2
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## 5419     2             how         western         2
## 5420     2             how            whom         2
## 5421     2             how            wipe         2
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## 5423     2             how            year         4
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## 5440     2              ht            pbuh         2
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## 5445     2              ht           these         2
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## 5450     2              ht           which         4
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## 5459     2             htt            that         2
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## 5472     2            http        irantalk         2
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## 5478     2            http            more         2
## 5479     2            http           mosqu         4
## 5480     2            http               n         2
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## 5482     2            http            pari         2
## 5483     2            http     parisattack         2
## 5484     2            http             pig         4
## 5485     2            http           point         2
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## 5487     2            http         protest         2
## 5488     2            http            race         2
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## 5490     2            http         respond         2
## 5491     2            http       rotterdam         2
## 5492     2            http          select         2
## 5493     2            http            sinc         2
## 5494     2            http       statedept         2
## 5495     2            http         support         2
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## 5497     2            http             the         8
## 5498     2            http          thrown         2
## 5499     2            http              to         6
## 5500     2            http        twodozen         2
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## 5502     2            http              uk         2
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## 5507     2            http            were         2
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## 5525     2           hyper         tuesday         2
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## 5532     2       hypocrisi              on         2
## 5533     2       hypocrisi          resign         2
## 5534     2       hypocrisi          speech         2
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## 5552     2               i             lol         4
## 5553     2               i          longer         4
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## 5558     2               i          mother         4
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## 5562     2               i              my        14
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## 5564     2               i              no         6
## 5565     2               i             not        12
## 5566     2               i           often         4
## 5567     2               i           other         2
## 5568     2               i        pakistan         2
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## 5570     2               i             pay         2
## 5571     2               i      photograph         2
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## 5574     2               i            pmln         2
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## 5578     2               i               r         2
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## 5590     2               i           stump         4
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## 5623     2             iam           worth         4
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## 5625     2            idea             man         2
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## 6219     2              it          writer         2
## 6220     2              it            year         2
## 6221     2              it         zionist         2
## 6222     2             ive          longer         2
## 6223     2             ive              no         2
## 6224     2             ive           often         2
## 6225     2             ive         sometim         2
## 6226     2             ive           stump         2
## 6227     2             ive           think         2
## 6228     2             ive              to         2
## 6229     2             ive             was         2
## 6230     2             ive             who         2
## 6231     2             ive            year         2
## 6232     2             ive            your         2
## 6233     2               j              je         2
## 6234     2               j          muslim         2
## 6235     2               j               n         2
## 6236     2               j              no         2
## 6237     2               j               p         2
## 6238     2               j            pari         2
## 6239     2               j            peac         2
## 6240     2               j          sharia         2
## 6241     2               j           still         2
## 6242     2               j             sui         2
## 6243     2               j               t         2
## 6244     2               j            tcot         2
## 6245     2               j        teaparti         2
## 6246     2               j           think         2
## 6247     2              je             kid         2
## 6248     2              je          leader         2
## 6249     2              je            male         2
## 6250     2              je           march         4
## 6251     2              je            mayb         2
## 6252     2              je         million         2
## 6253     2              je            more         2
## 6254     2              je            most         2
## 6255     2              je          muslim         2
## 6256     2              je              my         2
## 6257     2              je               n         6
## 6258     2              je              ne         4
## 6259     2              je            need         2
## 6260     2              je         newspap         2
## 6261     2              je         nigeria         2
## 6262     2              je              no         4
## 6263     2              je            nobl         2
## 6264     2              je          normal         2
## 6265     2              je             not         6
## 6266     2              je              of         8
## 6267     2              je              on         2
## 6268     2              je             one         2
## 6269     2              je              op         2
## 6270     2              je             our         2
## 6271     2              je             out         2
## 6272     2              je               p         2
## 6273     2              je     palestinian         2
## 6274     2              je            pari        10
## 6275     2              je             pas         4
## 6276     2              je            peac         2
## 6277     2              je          person         2
## 6278     2              je       photoshop         2
## 6279     2              je           pleas         4
## 6280     2              je            pope         2
## 6281     2              je         popular         2
## 6282     2              je             ppl         2
## 6283     2              je          presid         2
## 6284     2              je         prophet         2
## 6285     2              je               r         4
## 6286     2              je           ralli         2
## 6287     2              je           react         2
## 6288     2              je            read         2
## 6289     2              je          report         2
## 6290     2              je         retweet         2
## 6291     2              je            rose         2
## 6292     2              je             say         2
## 6293     2              je           seneg         2
## 6294     2              je          sharia         2
## 6295     2              je            sign         2
## 6296     2              je          speech         4
## 6297     2              je           still         2
## 6298     2              je             sui        32
## 6299     2              je               t         2
## 6300     2              je            tcot         2
## 6301     2              je        teaparti         2
## 6302     2              je          terror         2
## 6303     2              je            that         4
## 6304     2              je             the         6
## 6305     2              je           think         2
## 6306     2              je            this         2
## 6307     2              je           three         2
## 6308     2              je            time         2
## 6309     2              je              to         8
## 6310     2              je           tweet         2
## 6311     2              je              up         2
## 6312     2              je         violenc         2
## 6313     2              je               w         2
## 6314     2              je            want         2
## 6315     2              je             war         2
## 6316     2              je             was         2
## 6317     2              je              we         2
## 6318     2              je            were         2
## 6319     2              je            when         2
## 6320     2              je           where         2
## 6321     2              je             whi         2
## 6322     2              je            with         4
## 6323     2              je           world         2
## 6324     2              je           would         2
## 6325     2              je             you         4
## 6326     2              je            your         2
## 6327     2           jesus            love         2
## 6328     2           jesus        muhammad         2
## 6329     2           jesus          muslim         2
## 6330     2           jesus        nightmar         2
## 6331     2           jesus         prophet         2
## 6332     2           jesus             say         2
## 6333     2           jesus             who         4
## 6334     2           jesus          wonder         4
## 6335     2           jesus            your         6
## 6336     2          jewish          malian         4
## 6337     2          jewish          muslim         2
## 6338     2          jewish          nation         4
## 6339     2          jewish              on         4
## 6340     2          jewish            pari         4
## 6341     2          jewish           peopl         4
## 6342     2          jewish     supermarket         4
## 6343     2          jewish             who         4
## 6344     2              ji            juif         2
## 6345     2              ji              lo         2
## 6346     2              ji             mqm         2
## 6347     2              ji           other         2
## 6348     2              ji           pleas         2
## 6349     2              ji            pmln         2
## 6350     2              ji         protest         2
## 6351     2              ji             pti         2
## 6352     2              ji         support         2
## 6353     2              ji            work         2
## 6354     2          jihadi             set         2
## 6355     2          jihadi            take         2
## 6356     2          jihadi          websit         2
## 6357     2             jim               n         4
## 6358     2             jim              of         2
## 6359     2             jim              on         2
## 6360     2             jim             one         2
## 6361     2             jim             out         2
## 6362     2             jim            over         2
## 6363     2             jim          resign         4
## 6364     2             jim          speech         2
## 6365     2             jim           tweet         4
## 6366     2             jim         twitter         2
## 6367     2             jim         western         2
## 6368     2             jim            wipe         2
## 6369     2             jim            year         2
## 6370     2            juif              lo         2
## 6371     2            juif             mqm         2
## 6372     2            juif           other         2
## 6373     2            juif           pleas         2
## 6374     2            juif            pmln         2
## 6375     2            juif         protest         2
## 6376     2            juif             pti         2
## 6377     2            juif         support         2
## 6378     2            juif            work         2
## 6379     2               k               n         2
## 6380     2               k        pakistan         2
## 6381     2               k      photograph         2
## 6382     2               k         protest         2
## 6383     2               k               r         2
## 6384     2               k         serious         2
## 6385     2               k            shot         2
## 6386     2         karachi            near         2
## 6387     2         karachi            over         2
## 6388     2         karachi         protest         2
## 6389     2             kid              on         2
## 6390     2             kid     palestinian         2
## 6391     2             kid             ppl         2
## 6392     2             kid             sui         2
## 6393     2             kid              up         2
## 6394     2             kid            were         2
## 6395     2             kid            when         2
## 6396     2             kid           where         2
## 6397     2             kid             you         2
## 6398     2            kill           least         2
## 6399     2            kill         magazin         2
## 6400     2            kill             man         2
## 6401     2            kill            mani         2
## 6402     2            kill            more         2
## 6403     2            kill          muslim         8
## 6404     2            kill              my         4
## 6405     2            kill           niger         2
## 6406     2            kill             not         2
## 6407     2            kill              of         2
## 6408     2            kill           peopl         4
## 6409     2            kill         pretend         4
## 6410     2            kill         protest         2
## 6411     2            kill          reborn         2
## 6412     2            kill             say         2
## 6413     2            kill             the         2
## 6414     2            kill            they         2
## 6415     2            kill              to         4
## 6416     2            kill          victim         2
## 6417     2            kill         violent         2
## 6418     2            kill             was         8
## 6419     2            kill            week         2
## 6420     2            kill             who         4
## 6421     2            land          murder         2
## 6422     2            land              of         2
## 6423     2            land        palestin         2
## 6424     2            land             the         2
## 6425     2            land           theft         2
## 6426     2            land            with         2
## 6427     2            land            year         2
## 6428     2            land         zionist         2
## 6429     2         lassana            next         2
## 6430     2         lassana           store         2
## 6431     2         lassana         tuesday         2
## 6432     2         lassana            will         2
## 6433     2            last              of         4
## 6434     2            last            paid         2
## 6435     2            last         respect         2
## 6436     2            last       senseless         2
## 6437     2            last          terror         2
## 6438     2            last             the         2
## 6439     2            last          victim         2
## 6440     2            last            week         2
## 6441     2          latest            more         2
## 6442     2          latest        muhammad         2
## 6443     2          latest              of         2
## 6444     2          latest             our         2
## 6445     2          latest         prevent         2
## 6446     2          latest         protest         2
## 6447     2          latest           radic         2
## 6448     2          latest           ralli         2
## 6449     2          latest            read         2
## 6450     2          latest         respons         2
## 6451     2          latest           still         2
## 6452     2          latest         support         2
## 6453     2          latest             the         2
## 6454     2          latest              to         4
## 6455     2          latest           trend         2
## 6456     2          latest           video         2
## 6457     2          latest           watch         2
## 6458     2          latest            were         2
## 6459     2          latest             who         2
## 6460     2            lead          leader         4
## 6461     2            lead         marcher         4
## 6462     2            lead              on         4
## 6463     2            lead              op         4
## 6464     2            lead            pari         4
## 6465     2            lead           photo         4
## 6466     2            lead            seem         2
## 6467     2            lead          street         4
## 6468     2            lead           world         4
## 6469     2          leader            male         2
## 6470     2          leader           march         4
## 6471     2          leader         marcher         4
## 6472     2          leader              my         2
## 6473     2          leader              nd         2
## 6474     2          leader         newspap         2
## 6475     2          leader              of         2
## 6476     2          leader              on         4
## 6477     2          leader              op         4
## 6478     2          leader     oscarworthi         4
## 6479     2          leader             out         2
## 6480     2          leader            pari        12
## 6481     2          leader         perform         4
## 6482     2          leader           photo         4
## 6483     2          leader       photoshop         2
## 6484     2          leader            read         2
## 6485     2          leader            seem         2
## 6486     2          leader          street         4
## 6487     2          leader             sui         2
## 6488     2          leader            word         2
## 6489     2          leader           world         8
## 6490     2           learn            need         2
## 6491     2           learn          recent         2
## 6492     2           learn           shown         2
## 6493     2           learn         solidar         2
## 6494     2           learn             the         4
## 6495     2           learn              to         2
## 6496     2           learn         tragedi         2
## 6497     2           learn           watch         2
## 6498     2           learn              we         2
## 6499     2           least            mani         2
## 6500     2           least            more         2
## 6501     2           least           niger         4
## 6502     2           least         protest         4
## 6503     2           least           torch         2
## 6504     2           least           updat         2
## 6505     2           least         violent         2
## 6506     2            left             not         2
## 6507     2            left              of         2
## 6508     2            left              on         2
## 6509     2            left               s         2
## 6510     2            left            that         2
## 6511     2            left             the         2
## 6512     2            left          tortur         2
## 6513     2            left              us         2
## 6514     2            left             war         2
## 6515     2            left            what         2
## 6516     2             let             now         2
## 6517     2             let              of         2
## 6518     2             let              on         2
## 6519     2             let         serious         2
## 6520     2             let              so         2
## 6521     2             let          speech         2
## 6522     2             let        standard         2
## 6523     2             let            talk         2
## 6524     2             let         western         2
## 6525     2         liberti               n         2
## 6526     2         liberti     parisattack         2
## 6527     2         liberti       statedept         2
## 6528     2         liberti               u         2
## 6529     2         liberti              uk         2
## 6530     2         liberti          urgent         2
## 6531     2            life        muhammad         2
## 6532     2            life              of         2
## 6533     2            life         prophet         2
## 6534     2            life             the         2
## 6535     2            like            look         2
## 6536     2            like            made         2
## 6537     2            like            more         2
## 6538     2            like          pictur         2
## 6539     2            like            seem         2
## 6540     2            like            than         2
## 6541     2            like            that         4
## 6542     2            like              to         4
## 6543     2            like              us         2
## 6544     2            like         violenc         2
## 6545     2            like              we         2
## 6546     2            like             whi         2
## 6547     2           littl         magazin         2
## 6548     2           littl            make         2
## 6549     2           littl           moham         2
## 6550     2           littl              of         4
## 6551     2           littl         prophet         2
## 6552     2           littl            show         2
## 6553     2           littl           still         2
## 6554     2           littl         success         2
## 6555     2           littl            that         2
## 6556     2           littl             the         4
## 6557     2           littl            with         2
## 6558     2            live        muhammad         2
## 6559     2            live          muslim         2
## 6560     2            live              of         2
## 6561     2            live         prophet         2
## 6562     2              lo             mqm         2
## 6563     2              lo           other         2
## 6564     2              lo           pleas         2
## 6565     2              lo            pmln         2
## 6566     2              lo         protest         2
## 6567     2              lo             pti         2
## 6568     2              lo         support         2
## 6569     2              lo            work         2
## 6570     2             lol              so         2
## 6571     2             lol         teensya         2
## 6572     2             lol           uknow         2
## 6573     2             lol              ur         2
## 6574     2             lol            were         2
## 6575     2             lol      withbonjou         2
## 6576     2             lol             you         2
## 6577     2          longer              no         2
## 6578     2          longer           often         2
## 6579     2          longer         sometim         2
## 6580     2          longer           stump         2
## 6581     2          longer           think         2
## 6582     2          longer              to         2
## 6583     2          longer             was         2
## 6584     2          longer             who         2
## 6585     2          longer            year         2
## 6586     2          longer            your         2
## 6587     2            look            made         2
## 6588     2            look              me         2
## 6589     2            look             pic         2
## 6590     2            look          pictur         2
## 6591     2            look             plz         2
## 6592     2            look            that         2
## 6593     2            look            this         2
## 6594     2            look              to         6
## 6595     2            love          massiv         2
## 6596     2            love            more         4
## 6597     2            love          mother         4
## 6598     2            love        muhammad         6
## 6599     2            love              my        10
## 6600     2            love            none         2
## 6601     2            love              of         6
## 6602     2            love             one         2
## 6603     2            love             our         2
## 6604     2            love            peac         2
## 6605     2            love             pen         2
## 6606     2            love         prophat         2
## 6607     2            love         prophet         8
## 6608     2            love         protest         2
## 6609     2            love          psycho         2
## 6610     2            love        religion         2
## 6611     2            love             say         2
## 6612     2            love          should         2
## 6613     2            love           sleep         2
## 6614     2            love            some         4
## 6615     2            love            stay         2
## 6616     2            love            than         4
## 6617     2            love             the         6
## 6618     2            love           their         2
## 6619     2            love            them         2
## 6620     2            love         thought         2
## 6621     2            love         through         4
## 6622     2            love              to         2
## 6623     2            love         tonight         2
## 6624     2            love           video         2
## 6625     2            love              we         2
## 6626     2            love          whatev         2
## 6627     2            love            with         2
## 6628     2            love             you         2
## 6629     2            love            your         2
## 6630     2            made          pictur         2
## 6631     2            made            that         2
## 6632     2            made              to         2
## 6633     2         magazin            make         2
## 6634     2         magazin           moham         2
## 6635     2         magazin             not         2
## 6636     2         magazin              of         4
## 6637     2         magazin         prophet         2
## 6638     2         magazin          reborn         2
## 6639     2         magazin             say         2
## 6640     2         magazin            show         2
## 6641     2         magazin        singapor         2
## 6642     2         magazin         sometim         2
## 6643     2         magazin           still         2
## 6644     2         magazin         success         2
## 6645     2         magazin            that         2
## 6646     2         magazin             the         6
## 6647     2         magazin            week         2
## 6648     2         magazin            what         2
## 6649     2         magazin            with         2
## 6650     2            make           moham         2
## 6651     2            make            more         4
## 6652     2            make          muslim         2
## 6653     2            make             not         2
## 6654     2            make              of         6
## 6655     2            make          offens         2
## 6656     2            make             one         2
## 6657     2            make         prophet         2
## 6658     2            make            show         2
## 6659     2            make           still         2
## 6660     2            make         success         2
## 6661     2            make            that         2
## 6662     2            make             the         4
## 6663     2            make           these         2
## 6664     2            make              to         2
## 6665     2            make             two         2
## 6666     2            make             war         2
## 6667     2            make           which         4
## 6668     2            make            with         2
## 6669     2            make             you         2
## 6670     2            make            your         2
## 6671     2            male           march         4
## 6672     2            male         newspap         2
## 6673     2            male              of         2
## 6674     2            male             out         2
## 6675     2            male            pari         4
## 6676     2            male       photoshop         2
## 6677     2            male             sui         2
## 6678     2            male           world         2
## 6679     2          malian          muslim         2
## 6680     2          malian          nation         4
## 6681     2          malian              on         4
## 6682     2          malian            pari         4
## 6683     2          malian           peopl         4
## 6684     2          malian     supermarket         4
## 6685     2          malian             who         4
## 6686     2             man             met         2
## 6687     2             man        muhammad         4
## 6688     2             man             not         2
## 6689     2             man              of         2
## 6690     2             man            pari         2
## 6691     2             man            pbuh         2
## 6692     2             man            read         2
## 6693     2             man            said         2
## 6694     2             man           stori         2
## 6695     2             man            taxi         2
## 6696     2             man            they         2
## 6697     2             man            this         2
## 6698     2             man          victim         2
## 6699     2             man            what         2
## 6700     2             man             who         4
## 6701     2            mani            more         2
## 6702     2            mani          muslim         4
## 6703     2            mani           niger         2
## 6704     2            mani             not         2
## 6705     2            mani              of         2
## 6706     2            mani          offend         4
## 6707     2            mani           other         2
## 6708     2            mani          profit         2
## 6709     2            mani         protest         2
## 6710     2            mani          should         2
## 6711     2            mani              so         2
## 6712     2            mani          terror         2
## 6713     2            mani            that         2
## 6714     2            mani             the         4
## 6715     2            mani           there         2
## 6716     2            mani            this         2
## 6717     2            mani              to         2
## 6718     2            mani             too         2
## 6719     2            mani          victim         2
## 6720     2            mani         violent         2
## 6721     2           march           middl         2
## 6722     2           march         newspap         4
## 6723     2           march             not         2
## 6724     2           march              of         4
## 6725     2           march             out         4
## 6726     2           march            pari        12
## 6727     2           march       photoshop         4
## 6728     2           march          pictur         2
## 6729     2           march         protest         2
## 6730     2           march           shoot         2
## 6731     2           march             sui         4
## 6732     2           march        thousand         2
## 6733     2           march           video         2
## 6734     2           march            word         2
## 6735     2           march           world         4
## 6736     2           march           worth         2
## 6737     2         marcher              on         4
## 6738     2         marcher              op         4
## 6739     2         marcher            pari         4
## 6740     2         marcher           photo         4
## 6741     2         marcher            seem         2
## 6742     2         marcher          street         4
## 6743     2         marcher           world         4
## 6744     2         massacr            noam         2
## 6745     2         massacr           obama         2
## 6746     2         massacr          rejoic         2
## 6747     2         massacr              so         2
## 6748     2         massacr          terror         2
## 6749     2         massacr             was         2
## 6750     2          massiv         prophet         2
## 6751     2          massiv         protest         2
## 6752     2          massiv           video         2
## 6753     2          massiv              we         2
## 6754     2             may            must         2
## 6755     2             may             out         2
## 6756     2             may            pari         2
## 6757     2             may             say         2
## 6758     2             may         theresa         2
## 6759     2             may            this         2
## 6760     2             may              uk         2
## 6761     2             may           video         2
## 6762     2             may            wipe         2
## 6763     2            mayb            more         2
## 6764     2            mayb            nobl         2
## 6765     2            mayb              of         2
## 6766     2            mayb         prophet         2
## 6767     2            mayb            read         2
## 6768     2            mayb            sign         2
## 6769     2            mayb            that         2
## 6770     2            mayb             the         4
## 6771     2            mayb              to         2
## 6772     2            mayb           would         2
## 6773     2           mayor              of         2
## 6774     2           mayor         respond         2
## 6775     2           mayor       rotterdam         2
## 6776     2           mayor             the         4
## 6777     2           mayor              to         2
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## 6779     2            mean             not         2
## 6780     2            mean              of         2
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## 6782     2            mean         respect         2
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## 6786     2            mean               u         2
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## 6789     2           media             the         2
## 6790     2           media              to         4
## 6791     2           media         western         2
## 6792     2           media            whom         2
## 6793     2          mental         messeng         2
## 6794     2          mental          muslim         2
## 6795     2          mental             not         2
## 6796     2          mental              of         2
## 6797     2          mental              or         2
## 6798     2          mental          racism         2
## 6799     2          mental          speech         2
## 6800     2          mental          terror         2
## 6801     2           merci              my         4
## 6802     2           merci              on         4
## 6803     2           merci         prophet         4
## 6804     2           merci            said         4
## 6805     2           merci            show         8
## 6806     2           merci           those         4
## 6807     2           merci              to         8
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## 6809     2           merci             you         4
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## 6813     2         messeng              or         2
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## 6815     2         messeng          speech         2
## 6816     2         messeng          terror         2
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## 6819     2             met            pbuh         2
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## 6821     2             met            said         2
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## 6823     2             met            taxi         2
## 6824     2             met            this         2
## 6825     2             met            what         2
## 6826     2             met             who         4
## 6827     2           middl         protest         2
## 6828     2           middl           video         2
## 6829     2         million            most         2
## 6830     2         million              of         2
## 6831     2         million             one         2
## 6832     2         million         popular         2
## 6833     2         million             sui         2
## 6834     2         million             the         2
## 6835     2         million           tweet         2
## 6836     2         million             was         2
## 6837     2           moham              of         4
## 6838     2           moham         prophet         2
## 6839     2           moham            show         2
## 6840     2           moham           still         2
## 6841     2           moham         success         2
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## 6847     2            more           mosqu         2
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## 6876     2            more         violent         2
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## 6887     2           mosqu            sinc         2
## 6888     2           mosqu            than         2
## 6889     2           mosqu          thrown         2
## 6890     2           mosqu        twodozen         2
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## 6896     2            most         popular         2
## 6897     2            most         retweet         2
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## 6899     2            most             the         2
## 6900     2            most           tweet         2
## 6901     2            most              up         2
## 6902     2            most             was         4
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## 6904     2          mother              my         4
## 6905     2          mother         prophet         2
## 6906     2          mother            than         2
## 6907     2           mount              on         2
## 6908     2           mount            over         2
## 6909     2           mount     palestinian         2
## 6910     2           mount           templ         2
## 6911     2           mount             the         4
## 6912     2           mount           watch         2
## 6913     2             mqm           other         2
## 6914     2             mqm           pleas         2
## 6915     2             mqm            pmln         2
## 6916     2             mqm         protest         2
## 6917     2             mqm             pti         2
## 6918     2             mqm         support         2
## 6919     2             mqm            work         2
## 6920     2        muhammad          muslim         4
## 6921     2        muhammad              my         4
## 6922     2        muhammad        nightmar         2
## 6923     2        muhammad       nonmuslim         2
## 6924     2        muhammad              of         6
## 6925     2        muhammad          offend         2
## 6926     2        muhammad             our         2
## 6927     2        muhammad            pari         4
## 6928     2        muhammad            pbuh        10
## 6929     2        muhammad            peac         2
## 6930     2        muhammad         prophat         2
## 6931     2        muhammad         prophet        18
## 6932     2        muhammad            read         6
## 6933     2        muhammad         respons         2
## 6934     2        muhammad            said         6
## 6935     2        muhammad            stay         2
## 6936     2        muhammad           still         2
## 6937     2        muhammad           stori         4
## 6938     2        muhammad            taxi         4
## 6939     2        muhammad            than         2
## 6940     2        muhammad             the        10
## 6941     2        muhammad            this         4
## 6942     2        muhammad              to         4
## 6943     2        muhammad           trend         2
## 6944     2        muhammad            upon         2
## 6945     2        muhammad            what         6
## 6946     2        muhammad          whatev         2
## 6947     2        muhammad             whi         2
## 6948     2        muhammad             who        20
## 6949     2        muhammad          wonder         4
## 6950     2        muhammad             you         2
## 6951     2        muhammad            your         4
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## 6956     2          murder            with         2
## 6957     2          murder            year         2
## 6958     2          murder         zionist         2
## 6959     2          muslim              my        12
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## 6961     2          muslim            name         2
## 6962     2          muslim          nation         2
## 6963     2          muslim            need         2
## 6964     2          muslim        nightmar         2
## 6965     2          muslim              no         4
## 6966     2          muslim             not         6
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## 6976     2          muslim            pari         6
## 6977     2          muslim            peac         2
## 6978     2          muslim           peopl        10
## 6979     2          muslim          pictur         2
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## 6981     2          muslim         prophet         4
## 6982     2          muslim         protest         2
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## 6984     2          muslim            real         2
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## 6987     2          muslim          speech         2
## 6988     2          muslim           still         2
## 6989     2          muslim          street         2
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## 6991     2          muslim     supermarket         2
## 6992     2          muslim          syrian         2
## 6993     2          muslim               t         2
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## 6999     2          muslim           these         2
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## 7013     2            must             out         2
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## 7020     2            must         theresa         2
## 7021     2            must            this         2
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## 7101     2               n            year         4
## 7102     2            name              of         4
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## 7110     2          nation              on         4
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## 7114     2          nation             who         4
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## 7119     2              nd            word         2
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## 7128     2              ne            your         2
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## 7135     2            need          recent         2
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## 7137     2            need           shown         2
## 7138     2            need         solidar         2
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## 7140     2            need             the         6
## 7141     2            need              to         6
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## 7143     2            need               w         2
## 7144     2            need             war         2
## 7145     2            need              we         4
## 7146     2            need             you         2
## 7147     2         newspap              of         2
## 7148     2         newspap             out         2
## 7149     2         newspap            pari         4
## 7150     2         newspap       photoshop         2
## 7151     2         newspap             sui         2
## 7152     2         newspap           world         2
## 7153     2            next           store         2
## 7154     2            next         tuesday         2
## 7155     2            next            will         2
## 7156     2          niamey           niger         2
## 7157     2          niamey         protest         2
## 7158     2          niamey            tear         2
## 7159     2           niger         protest        10
## 7160     2           niger          report         2
## 7161     2           niger            tear         2
## 7162     2           niger           torch         4
## 7163     2           niger             two         2
## 7164     2           niger           updat         2
## 7165     2           niger         violent         2
## 7166     2         nigeria             not         2
## 7167     2         nigeria             pas         2
## 7168     2         nigeria           pleas         2
## 7169     2         nigeria             sui         2
## 7170     2        nightmar         prophet         2
## 7171     2        nightmar             who         4
## 7172     2        nightmar          wonder         4
## 7173     2        nightmar            your         4
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## 7175     2              no             our         2
## 7176     2              no               p         2
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## 7178     2              no             pay         2
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## 7184     2              no           still         2
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## 7186     2              no             sui         4
## 7187     2              no               t         2
## 7188     2              no            tcot         2
## 7189     2              no        teaparti         2
## 7190     2              no             the         2
## 7191     2              no            they         2
## 7192     2              no           think         4
## 7193     2              no            time         2
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## 7195     2              no               w         2
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## 7200     2              no            year         2
## 7201     2              no             you         4
## 7202     2              no            your         2
## 7203     2            noam           obama         2
## 7204     2            noam              so         2
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## 7208     2            nobl         prophet         2
## 7209     2            nobl            read         2
## 7210     2            nobl            sign         2
## 7211     2            nobl            that         2
## 7212     2            nobl             the         4
## 7213     2            nobl              to         2
## 7214     2            nobl           would         2
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## 7216     2            none             pen         2
## 7217     2            none          psycho         2
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## 7219     2            none            some         4
## 7220     2            none            them         2
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## 7222     2            none              to         2
## 7223     2       nonmuslim            pbuh         2
## 7224     2       nonmuslim         prophet         2
## 7225     2       nonmuslim            said         2
## 7226     2       nonmuslim            what         2
## 7227     2          normal            pope         2
## 7228     2          normal           react         2
## 7229     2          normal             say         2
## 7230     2          normal          speech         2
## 7231     2          normal             sui         2
## 7232     2          normal              to         2
## 7233     2          normal         violenc         2
## 7234     2          normal            with         2
## 7235     2       norouhani              of         2
## 7236     2       norouhani          polici         2
## 7237     2       norouhani          remind         2
## 7238     2       norouhani           right         2
## 7239     2       norouhani          rushdi         2
## 7240     2       norouhani          salman         2
## 7241     2       norouhani             the         2
## 7242     2       norouhani              to         2
## 7243     2       norouhani              us         2
## 7244     2             not              of        14
## 7245     2             not          offend         4
## 7246     2             not              on         4
## 7247     2             not              or         2
## 7248     2             not            pari         6
## 7249     2             not             pas         4
## 7250     2             not          pictur         2
## 7251     2             not           pleas         4
## 7252     2             not            pope         2
## 7253     2             not             ppl         4
## 7254     2             not          racism         2
## 7255     2             not        religion         2
## 7256     2             not         respect         2
## 7257     2             not         ridicul         2
## 7258     2             not           right         2
## 7259     2             not               s         4
## 7260     2             not            said         2
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## 7262     2             not        singapor         2
## 7263     2             not           singl         2
## 7264     2             not              so         2
## 7265     2             not         sometim         2
## 7266     2             not          speech         4
## 7267     2             not           stori         2
## 7268     2             not             sui         6
## 7269     2             not          terror         4
## 7270     2             not       terrorist         2
## 7271     2             not            that         4
## 7272     2             not             the        12
## 7273     2             not           there         2
## 7274     2             not            they         2
## 7275     2             not        thousand         2
## 7276     2             not              to         2
## 7277     2             not             too         2
## 7278     2             not          tortur         2
## 7279     2             not               u         2
## 7280     2             not              us         2
## 7281     2             not          victim         2
## 7282     2             not             war         4
## 7283     2             not              we         2
## 7284     2             not            what         4
## 7285     2             not            when         2
## 7286     2             not             whi         2
## 7287     2             not            will         2
## 7288     2             not            with         2
## 7289     2             not            word         2
## 7290     2             not           worth         2
## 7291     2             not             you         2
## 7292     2             not            your         2
## 7293     2             now              of         2
## 7294     2             now              on         2
## 7295     2             now         serious         2
## 7296     2             now              so         2
## 7297     2             now          speech         2
## 7298     2             now        standard         2
## 7299     2             now            talk         2
## 7300     2             now         western         2
## 7301     2           obama          refuge         4
## 7302     2           obama              so         2
## 7303     2           obama          syrian         2
## 7304     2           obama          terror         2
## 7305     2           obama             was         2
## 7306     2           obama            will         2
## 7307     2           obama            zero         2
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## 7525     2     oscarworthi            word         2
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## 7579     2             out         twitter         2
## 7580     2             out              uk         2
## 7581     2             out           video         2
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## 7724     2          pencil            with         2
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## 7735     2          person            time         2
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## 7737     2           photo          street         4
## 7738     2           photo           world         4
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## 7740     2      photograph               r         2
## 7741     2      photograph         serious         2
## 7742     2      photograph            shot         2
## 7743     2       photoshop             sui         2
## 7744     2       photoshop           world         2
## 7745     2             pic             plz         2
## 7746     2             pic            this         2
## 7747     2             pic              to         2
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## 7749     2          pictur             say         2
## 7750     2          pictur           shoot         2
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## 7752     2          pictur          street         2
## 7753     2          pictur          terror         2
## 7754     2          pictur            than         2
## 7755     2          pictur            that         2
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## 7757     2          pictur        thousand         2
## 7758     2          pictur              to         2
## 7759     2          pictur            word         2
## 7760     2          pictur           worth         2
## 7761     2          pictur          writer         2
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## 7763     2             pig            than         2
## 7764     2             pig          thrown         2
## 7765     2             pig        twodozen         2
## 7766     2             pig               w         2
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## 7770     2           pleas          speech         2
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## 7775     2           pleas            your         2
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## 7780     2            pmln         support         2
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## 7794     2            pope          speech         2
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## 7797     2            pope         violenc         2
## 7798     2            pope            when         2
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## 7801     2         popular             the         2
## 7802     2         popular           tweet         2
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## 7807     2             ppl            that         4
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## 7835     2         pretend             who         4
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## 7852     2         prophat             you         2
## 7853     2         prophet         protest         2
## 7854     2         prophet            read         2
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## 7856     2         prophet            show         6
## 7857     2         prophet            sign         2
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## 7859     2         prophet           still         2
## 7860     2         prophet         success         2
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## 7863     2         prophet             the        16
## 7864     2         prophet           those         2
## 7865     2         prophet              to         6
## 7866     2         prophet           video         2
## 7867     2         prophet              we         2
## 7868     2         prophet            what         2
## 7869     2         prophet          whatev         2
## 7870     2         prophet             who         6
## 7871     2         prophet            will         2
## 7872     2         prophet            with         2
## 7873     2         prophet          wonder         4
## 7874     2         prophet           would         2
## 7875     2         prophet             you         4
## 7876     2         prophet            your         4
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## 7878     2         protest               r         2
## 7879     2         protest           ralli         2
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## 7881     2         protest         serious         2
## 7882     2         protest            shot         2
## 7883     2         protest          street         2
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## 7886     2         protest          terror         2
## 7887     2         protest             the         6
## 7888     2         protest              to         2
## 7889     2         protest           torch         4
## 7890     2         protest             two         2
## 7891     2         protest           updat         2
## 7892     2         protest           video         4
## 7893     2         protest         violent         2
## 7894     2         protest              we         2
## 7895     2         protest            were         2
## 7896     2         protest            work         2
## 7897     2          psycho          should         2
## 7898     2          psycho            some         4
## 7899     2          psycho            them         2
## 7900     2          psycho         through         4
## 7901     2          psycho              to         2
## 7902     2             pti         support         2
## 7903     2             pti            work         2
## 7904     2               r            rose         4
## 7905     2               r         serious         2
## 7906     2               r            shot         2
## 7907     2               r             sui         4
## 7908     2               r               w         4
## 7909     2               r             war         4
## 7910     2               r              we         4
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## 7913     2            race              to         2
## 7914     2            race      understand         2
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## 7916     2          racism          speech         2
## 7917     2          racism          terror         2
## 7918     2          racist             the         2
## 7919     2          racist              to         4
## 7920     2          racist         western         2
## 7921     2          racist            whom         2
## 7922     2           radic         retweet         2
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## 7924     2           radic            term         2
## 7925     2           radic           think         2
## 7926     2           radic            this         2
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## 7942     2           react         violenc         2
## 7943     2           react            with         2
## 7944     2            read         respons         2
## 7945     2            read            said         2
## 7946     2            read            sign         2
## 7947     2            read           still         2
## 7948     2            read           stori         2
## 7949     2            read            taxi         2
## 7950     2            read            that         2
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## 7952     2            read            this         2
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## 7957     2            read            word         2
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## 7961     2          reborn            week         2
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## 7963     2          recent         solidar         2
## 7964     2          recent         suspect         2
## 7965     2          recent           tangl         2
## 7966     2          recent          terror         2
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## 7970     2          recent              we         2
## 7971     2          recent             web         2
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## 7973     2          refuge            will         4
## 7974     2          refuge            zero         4
## 7975     2          religi         respect         2
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## 7977     2          religi            with         2
## 7978     2        religion             the         2
## 7979     2        religion            when         2
## 7980     2          remind          rushdi         2
## 7981     2          remind          salman         2
## 7982     2          remind              us         2
## 7983     2          report             sui         2
## 7984     2          report              to         4
## 7985     2          report             two         2
## 7986     2          report            want         2
## 7987     2          resign          speech         2
## 7988     2          resign           tweet         4
## 7989     2          resign         twitter         2
## 7990     2          resign         western         2
## 7991     2          resign            wipe         2
## 7992     2          resign            year         2
## 7993     2         respect               s         2
## 7994     2         respect       senseless         2
## 7995     2         respect          should         2
## 7996     2         respect          terror         2
## 7997     2         respect            that         2
## 7998     2         respect             the         8
## 7999     2         respect               u         2
## 8000     2         respect          victim         2
## 8001     2         respect            week         2
## 8002     2         respect            with         2
## 8003     2         respond       rotterdam         2
## 8004     2         respond             the         6
## 8005     2         respond           their         2
## 8006     2         respond              to         4
## 8007     2         respond            with         2
## 8008     2         respons           still         2
## 8009     2         respons             the         2
## 8010     2         respons              to         2
## 8011     2         respons           trend         2
## 8012     2         respons             who         2
## 8013     2         retweet          should         2
## 8014     2         retweet             sui         2
## 8015     2         retweet            term         2
## 8016     2         retweet           think         2
## 8017     2         retweet            this         2
## 8018     2         retweet              to         2
## 8019     2         retweet              up         2
## 8020     2         retweet             use         2
## 8021     2         retweet             was         2
## 8022     2         retweet             you         2
## 8023     2         ridicul           right         2
## 8024     2         ridicul              so         2
## 8025     2         ridicul             the         2
## 8026     2         ridicul              to         2
## 8027     2           right              so         2
## 8028     2           right             the         4
## 8029     2           right              to         4
## 8030     2           roger             the         2
## 8031     2           roger           trial         2
## 8032     2            rose             sui         2
## 8033     2            rose               w         2
## 8034     2            rose             war         2
## 8035     2            rose              we         2
## 8036     2       rotterdam             the         4
## 8037     2       rotterdam              to         2
## 8038     2          rushdi          salman         2
## 8039     2          rushdi              us         2
## 8040     2               s            that         4
## 8041     2               s             the         8
## 8042     2               s          tortur         2
## 8043     2               s               u         2
## 8044     2               s              us         2
## 8045     2               s             via         4
## 8046     2               s             war         2
## 8047     2               s            what         2
## 8048     2            said            show         4
## 8049     2            said           stori         4
## 8050     2            said            taxi         2
## 8051     2            said       terrorist         2
## 8052     2            said             the         2
## 8053     2            said            this         2
## 8054     2            said           those         2
## 8055     2            said              to         4
## 8056     2            said            what         4
## 8057     2            said             who         4
## 8058     2            said            will         2
## 8059     2            said             you         4
## 8060     2          salman              us         2
## 8061     2             say         sometim         2
## 8062     2             say          speech         2
## 8063     2             say             sui         2
## 8064     2             say            than         2
## 8065     2             say             the         2
## 8066     2             say         theresa         2
## 8067     2             say            this         2
## 8068     2             say              to         2
## 8069     2             say              uk         2
## 8070     2             say           video         2
## 8071     2             say         violenc         2
## 8072     2             say            week         2
## 8073     2             say            wipe         2
## 8074     2             say            with         2
## 8075     2             say          writer         2
## 8076     2             say            your         2
## 8077     2            seem          street         2
## 8078     2            seem            than         2
## 8079     2            seem            that         2
## 8080     2            seem              to         2
## 8081     2            seem              us         2
## 8082     2            seem         violenc         2
## 8083     2            seem              we         2
## 8084     2            seem             whi         2
## 8085     2            seem           world         2
## 8086     2          select             the         6
## 8087     2          select              to         2
## 8088     2          select      understand         2
## 8089     2          select             via         2
## 8090     2           seneg             sui         2
## 8091     2           seneg           three         2
## 8092     2       senseless          terror         2
## 8093     2       senseless             the         2
## 8094     2       senseless          victim         2
## 8095     2       senseless            week         2
## 8096     2         serious            shot         2
## 8097     2         serious              so         2
## 8098     2         serious          speech         2
## 8099     2         serious        standard         2
## 8100     2         serious            talk         2
## 8101     2         serious         western         2
## 8102     2             set            take         2
## 8103     2             set          websit         2
## 8104     2          sharia           still         2
## 8105     2          sharia             sui         2
## 8106     2          sharia               t         2
## 8107     2          sharia            tcot         2
## 8108     2          sharia        teaparti         2
## 8109     2          sharia           think         2
## 8110     2             shi          terror         2
## 8111     2             shi           twice         2
## 8112     2           shoot        thousand         2
## 8113     2           shoot            word         2
## 8114     2           shoot           worth         2
## 8115     2          should              so         2
## 8116     2          should            some         4
## 8117     2          should            term         2
## 8118     2          should            that         2
## 8119     2          should             the         4
## 8120     2          should            them         2
## 8121     2          should           think         2
## 8122     2          should            this         4
## 8123     2          should         through         4
## 8124     2          should              to         6
## 8125     2          should             use         2
## 8126     2          should          victim         2
## 8127     2          should            with         2
## 8128     2          should             you         2
## 8129     2            show           still         2
## 8130     2            show         success         2
## 8131     2            show            that         2
## 8132     2            show             the         4
## 8133     2            show           those         4
## 8134     2            show              to         8
## 8135     2            show            will         4
## 8136     2            show            with         2
## 8137     2            show             you         4
## 8138     2           shown         solidar         2
## 8139     2           shown             the         4
## 8140     2           shown              to         2
## 8141     2           shown         tragedi         2
## 8142     2           shown              we         2
## 8143     2            sign            that         2
## 8144     2            sign             the         4
## 8145     2            sign              to         2
## 8146     2            sign           would         2
## 8147     2            sinc            than         2
## 8148     2            sinc        twodozen         2
## 8149     2            sinc               w         2
## 8150     2        singapor         sometim         2
## 8151     2        singapor            what         2
## 8152     2           sleep           their         2
## 8153     2           sleep         thought         2
## 8154     2           sleep         tonight         2
## 8155     2           sleep            with         2
## 8156     2              so          speech         2
## 8157     2              so        standard         2
## 8158     2              so            talk         2
## 8159     2              so         teensya         2
## 8160     2              so          terror         2
## 8161     2              so            that         2
## 8162     2              so             the         6
## 8163     2              so            this         2
## 8164     2              so              to         4
## 8165     2              so           uknow         2
## 8166     2              so              ur         2
## 8167     2              so          victim         2
## 8168     2              so             was         2
## 8169     2              so            were         2
## 8170     2              so         western         2
## 8171     2              so      withbonjou         2
## 8172     2              so             you         2
## 8173     2         solidar             the         4
## 8174     2         solidar              to         2
## 8175     2         solidar         tragedi         2
## 8176     2         solidar              we         2
## 8177     2            some            them         4
## 8178     2            some         through         8
## 8179     2            some              to         4
## 8180     2         sometim           stump         2
## 8181     2         sometim            than         2
## 8182     2         sometim           think         2
## 8183     2         sometim              to         2
## 8184     2         sometim             was         2
## 8185     2         sometim            what         2
## 8186     2         sometim             who         2
## 8187     2         sometim          writer         2
## 8188     2         sometim            year         2
## 8189     2         sometim            your         2
## 8190     2          speech        standard         2
## 8191     2          speech             sui         4
## 8192     2          speech            talk         2
## 8193     2          speech          terror         2
## 8194     2          speech              to         2
## 8195     2          speech           tweet         2
## 8196     2          speech         violenc         2
## 8197     2          speech         western         4
## 8198     2          speech            with         4
## 8199     2          speech            your         2
## 8200     2           stand            them         2
## 8201     2           stand             whi         2
## 8202     2           stand            with         2
## 8203     2        standard            talk         2
## 8204     2        standard         western         2
## 8205     2       statedept               u         2
## 8206     2       statedept              uk         2
## 8207     2       statedept          urgent         2
## 8208     2            stay             the         4
## 8209     2            stay          whatev         2
## 8210     2            stay             you         2
## 8211     2           still         success         2
## 8212     2           still             sui         2
## 8213     2           still               t         2
## 8214     2           still            tcot         2
## 8215     2           still        teaparti         2
## 8216     2           still            that         2
## 8217     2           still             the         6
## 8218     2           still           think         2
## 8219     2           still              to         2
## 8220     2           still           trend         2
## 8221     2           still             who         2
## 8222     2           still            with         2
## 8223     2           store         tuesday         2
## 8224     2           store            will         2
## 8225     2           stori            taxi         2
## 8226     2           stori       terrorist         2
## 8227     2           stori             the         2
## 8228     2           stori            this         2
## 8229     2           stori            what         2
## 8230     2           stori             who         4
## 8231     2           stori             you         2
## 8232     2          street          terror         2
## 8233     2          street             the         6
## 8234     2          street           world         4
## 8235     2           stump           think         2
## 8236     2           stump              to         2
## 8237     2           stump             was         2
## 8238     2           stump             who         2
## 8239     2           stump            year         2
## 8240     2           stump            your         2
## 8241     2         success            that         2
## 8242     2         success             the         4
## 8243     2         success            with         2
## 8244     2             sui               t         2
## 8245     2             sui            tcot         2
## 8246     2             sui        teaparti         2
## 8247     2             sui          terror         2
## 8248     2             sui            that         2
## 8249     2             sui             the         2
## 8250     2             sui           think         2
## 8251     2             sui            this         2
## 8252     2             sui           three         2
## 8253     2             sui            time         2
## 8254     2             sui              to         6
## 8255     2             sui           tweet         2
## 8256     2             sui              up         2
## 8257     2             sui         violenc         2
## 8258     2             sui               w         2
## 8259     2             sui            want         2
## 8260     2             sui             war         2
## 8261     2             sui             was         2
## 8262     2             sui              we         2
## 8263     2             sui            were         2
## 8264     2             sui            when         2
## 8265     2             sui           where         2
## 8266     2             sui             whi         2
## 8267     2             sui            with         4
## 8268     2             sui           world         2
## 8269     2             sui             you         4
## 8270     2             sui            your         2
## 8271     2     supermarket             who         4
## 8272     2         support              to         2
## 8273     2         support            were         2
## 8274     2         support            work         2
## 8275     2         suspect           tangl         2
## 8276     2         suspect          terror         2
## 8277     2         suspect             the         2
## 8278     2         suspect             web         2
## 8279     2          syrian            will         2
## 8280     2          syrian            zero         2
## 8281     2               t            tcot         2
## 8282     2               t        teaparti         2
## 8283     2               t           think         2
## 8284     2            take          websit         2
## 8285     2            talk         western         2
## 8286     2           tangl          terror         2
## 8287     2           tangl             the         2
## 8288     2           tangl             web         2
## 8289     2            taxi            this         2
## 8290     2            taxi            what         2
## 8291     2            taxi             who         4
## 8292     2            tcot        teaparti         2
## 8293     2            tcot           think         2
## 8294     2        teaparti           think         2
## 8295     2         teensya           uknow         2
## 8296     2         teensya              ur         2
## 8297     2         teensya            were         2
## 8298     2         teensya      withbonjou         2
## 8299     2         teensya             you         2
## 8300     2           templ             the         4
## 8301     2           templ           watch         2
## 8302     2            term           think         2
## 8303     2            term            this         2
## 8304     2            term              to         2
## 8305     2            term             use         2
## 8306     2            term             you         2
## 8307     2          terror            that         2
## 8308     2          terror             the        10
## 8309     2          terror           there         2
## 8310     2          terror             too         2
## 8311     2          terror           twice         2
## 8312     2          terror          victim         2
## 8313     2          terror             was         2
## 8314     2          terror             web         2
## 8315     2          terror            week         2
## 8316     2          terror             you         2
## 8317     2       terrorist             the         2
## 8318     2       terrorist             you         2
## 8319     2            than            that         2
## 8320     2            than              to         2
## 8321     2            than        twodozen         2
## 8322     2            than              us         2
## 8323     2            than         violenc         2
## 8324     2            than               w         2
## 8325     2            than              we         2
## 8326     2            than             whi         2
## 8327     2            than          writer         2
## 8328     2            that             the        20
## 8329     2            that            this         2
## 8330     2            that              to         8
## 8331     2            that          tortur         2
## 8332     2            that               u         2
## 8333     2            that              us         4
## 8334     2            that          victim         2
## 8335     2            that         violenc         2
## 8336     2            that             war         2
## 8337     2            that              we         2
## 8338     2            that            what         2
## 8339     2            that             whi         2
## 8340     2            that            with         2
## 8341     2            that           would         2
## 8342     2            that             you         2
## 8343     2             the           theft         2
## 8344     2             the           their         2
## 8345     2             the            this         4
## 8346     2             the              to        36
## 8347     2             the           topic         2
## 8348     2             the          tortur         2
## 8349     2             the         tragedi         4
## 8350     2             the           trend         2
## 8351     2             the           trial         2
## 8352     2             the           tweet         2
## 8353     2             the               u         6
## 8354     2             the      understand         4
## 8355     2             the              us         2
## 8356     2             the             via         4
## 8357     2             the          victim         6
## 8358     2             the             war         2
## 8359     2             the             was         2
## 8360     2             the           watch         4
## 8361     2             the              we         4
## 8362     2             the             web         2
## 8363     2             the            week         4
## 8364     2             the         western         2
## 8365     2             the            what         2
## 8366     2             the          whatev         4
## 8367     2             the             who         2
## 8368     2             the            whom         2
## 8369     2             the            with         8
## 8370     2             the           world         4
## 8371     2             the           would         4
## 8372     2             the            year         2
## 8373     2             the             you         8
## 8374     2             the         zionist         2
## 8375     2           theft            with         2
## 8376     2           theft            year         2
## 8377     2           theft         zionist         2
## 8378     2           their         thought         2
## 8379     2           their              to         2
## 8380     2           their         tonight         2
## 8381     2           their            with         4
## 8382     2            them         through         4
## 8383     2            them              to         2
## 8384     2            them             whi         2
## 8385     2            them            with         2
## 8386     2           there             too         2
## 8387     2         theresa            this         2
## 8388     2         theresa              uk         2
## 8389     2         theresa           video         2
## 8390     2         theresa            wipe         2
## 8391     2           these              to         2
## 8392     2           these             two         2
## 8393     2           these           which         4
## 8394     2           these             you         2
## 8395     2           these            your         2
## 8396     2            they            time         2
## 8397     2            they              to         4
## 8398     2            they          victim         2
## 8399     2            they             you         2
## 8400     2           think            this         2
## 8401     2           think              to         4
## 8402     2           think             use         2
## 8403     2           think             was         2
## 8404     2           think             who         2
## 8405     2           think            year         2
## 8406     2           think             you         2
## 8407     2           think            your         2
## 8408     2            this            time         2
## 8409     2            this              to         6
## 8410     2            this              uk         2
## 8411     2            this             use         2
## 8412     2            this          victim         2
## 8413     2            this           video         2
## 8414     2            this            what         2
## 8415     2            this             who         4
## 8416     2            this            wipe         2
## 8417     2            this             you         2
## 8418     2           those              to         4
## 8419     2           those            will         2
## 8420     2           those             you         2
## 8421     2         thought         tonight         2
## 8422     2         thought            with         2
## 8423     2        thousand            word         2
## 8424     2        thousand           worth         2
## 8425     2         through              to         4
## 8426     2            time              to         4
## 8427     2            time             you         2
## 8428     2              to         tragedi         2
## 8429     2              to           trend         2
## 8430     2              to             two         2
## 8431     2              to      understand         2
## 8432     2              to              us         2
## 8433     2              to             use         2
## 8434     2              to             via         2
## 8435     2              to          victim         2
## 8436     2              to         violenc         4
## 8437     2              to            want         4
## 8438     2              to             was        10
## 8439     2              to              we         4
## 8440     2              to            were         2
## 8441     2              to         western         4
## 8442     2              to             whi         4
## 8443     2              to           which         4
## 8444     2              to             who         8
## 8445     2              to            whom         4
## 8446     2              to            will         4
## 8447     2              to            with         4
## 8448     2              to           would         2
## 8449     2              to            year         2
## 8450     2              to             you        16
## 8451     2              to            your         4
## 8452     2         tonight            with         2
## 8453     2             too            went         2
## 8454     2           torch           updat         2
## 8455     2          tortur              us         2
## 8456     2          tortur             war         2
## 8457     2          tortur            what         2
## 8458     2         tragedi              we         2
## 8459     2           trend             who         2
## 8460     2         tuesday            will         2
## 8461     2           tweet         twitter         2
## 8462     2           tweet             was         2
## 8463     2           tweet         western         2
## 8464     2           tweet            wipe         2
## 8465     2           tweet            year         2
## 8466     2         twitter            wipe         2
## 8467     2         twitter            year         2
## 8468     2             two           which         4
## 8469     2             two             you         2
## 8470     2             two            your         2
## 8471     2        twodozen               w         2
## 8472     2               u              uk         2
## 8473     2               u          urgent         2
## 8474     2              uk          urgent         2
## 8475     2              uk           video         2
## 8476     2              uk            wipe         2
## 8477     2           uknow              ur         2
## 8478     2           uknow            were         2
## 8479     2           uknow      withbonjou         2
## 8480     2           uknow             you         2
## 8481     2      understand             via         2
## 8482     2              up             was         2
## 8483     2              up            were         2
## 8484     2              up            when         2
## 8485     2              up           where         2
## 8486     2              up             you         2
## 8487     2            upon             who         2
## 8488     2              ur            were         2
## 8489     2              ur      withbonjou         2
## 8490     2              ur             you         2
## 8491     2              us         violenc         2
## 8492     2              us             war         2
## 8493     2              us              we         2
## 8494     2              us            what         2
## 8495     2              us             whi         2
## 8496     2             use             you         2
## 8497     2          victim            week         2
## 8498     2           video           watch         2
## 8499     2           video              we         2
## 8500     2           video            wipe         2
## 8501     2         violenc              we         2
## 8502     2         violenc             whi         2
## 8503     2         violenc            with         2
## 8504     2               w             war         2
## 8505     2               w              we         2
## 8506     2            wake          websit         2
## 8507     2             war              we         2
## 8508     2             war            what         2
## 8509     2             was             who        10
## 8510     2             was            year         2
## 8511     2             was            your         2
## 8512     2              we             whi         2
## 8513     2              we            will         2
## 8514     2            were            when         2
## 8515     2            were           where         2
## 8516     2            were      withbonjou         2
## 8517     2            were             you         4
## 8518     2         western            whom         2
## 8519     2            what             who         4
## 8520     2          whatev             you         2
## 8521     2            when           where         2
## 8522     2            when             you         2
## 8523     2           where             you         2
## 8524     2             whi            with         2
## 8525     2           which             you         4
## 8526     2           which            your         4
## 8527     2             who          wonder         8
## 8528     2             who            year         2
## 8529     2             who            your        10
## 8530     2            will             you         2
## 8531     2            will            zero         2
## 8532     2            wipe            year         2
## 8533     2            with            year         2
## 8534     2            with            your         2
## 8535     2            with         zionist         2
## 8536     2      withbonjou             you         2
## 8537     2          wonder            your         8
## 8538     2            word           worth         2
## 8539     2            year            your         2
## 8540     2            year         zionist         2
## 8541     2             you            your         2

Phase 3

data <- read.delim("super_tweets_count_phase3.txt", quote = "",header = FALSE, sep = "\t", dec = ".")
data
##                                                                                                                                               V1
## 1                                RT @paulocoelho: I wonder where are the millions who tweeted #JeSuisCharlie . Why  don't they tweet #IamMuath ?
## 2                           RT @GC_KID: Not muslim but never thought about this b4 #CharlieHebdo #KillAllMuslims #Muslims http://t.co/LL1pkPk6uk
## 3                                                                             RT @thereaIbanksy: Street Art #CharlieHebdo http://t.co/711w1xbvDY
## 4                                                             RT @InsoliteBuzz1: #CharlieHebdo car #JeSuisCharlie RETWEET http://t.co/64PdtzYVWQ
## 5                                                                            RT @EricAllenBell: Telling the Truth About Muhammad to the PC Crowd
## 6                           RT @EricAllenBell: A picture of all the #Muslims protesting #terrorism done in the name of #Islam out on the streets
## 7   RT @ShujaRabbani: Big protest against the follow-up #CharlieHebdo cartoons took place in Kabul yesterday and no report on int'l media chann…
## 8   RT @ajit_ranade: 46yr old newspaper shuts down. india's only woman urdu editor is on the run. nobody to take her side. #CharlieHebdo http:/…
## 9   RT @RashidQutub: Listen #CharlieHebdo You r just a loser.  I Love my Holy Prophet pbuh more than my Life. #JIShaneMustafaMarch http://t.co/…
## 10   RT @AlterNet: Noam Chomsky slams West's #CharlieHebdo outrage: 'Many journalists were killed by Israel in Gaza too'. http://t.co/xNDICTbTPP
## 11  RT @bahareazady: Meeting in Paris against Islamic Fundamentalism, w/#Iran resistance leader @Maryam_Rajavi#JeSuisCharlie#UnityMarch http://…
## 12  RT @cnni: Noam Chomsky: #CharlieHebdo massacre was a terror attack -- but so is Obama's drone campaign: http://t.co/ZZ2YNw1o1B http://t.co/…
## 13  RT @WashTimes: Christopher Harper: Only 1 in 7 people live in a country with a free press. http://t.co/dabDFGR2H6 #CharlieHebdo http://t.co…
## 14  RT @TarekFatah: This is truly India's shame. Country's only female Muslim Urdu editor goes into hiding after publishing #CharlieHebdo http:…
## 15  RT @Daudoo: #FIFA allowed Lazio to show solidarity with #CharlieHebdo, but punished Abu Trika for showing solidarity with #Gaza http://t.co…
## 16             RT @RT_com: Massive rally in #Pakistan against #CharlieHebdo cartoons - WATCH LIVE: http://t.co/YrQxZIBAbk http://t.co/WWNUoXM870
## 17  RT @another1alice: God bless his soul #IamMuath RT @paulocoelho I wonder where are the millions who tweeted #JeSuisCharlie. Why don't they …
## 18  RT @BBCWorld: US drone strike kills al-Qaeda militant, who said #CharlieHebdo attack was "blessed invasion" http://t.co/0Bb4jBHAke http://t…
## 19                                RT @jk_rowling: Sometimes a picture says it better than any writer could. #CharlieHebdo http://t.co/OP6h1YZUWs
## 20  RT @ChakerKhazaal: It's ironic/sad when people who were tweeting nonstop about #CharlieHebdo & #FreedomOfSpeech tell you: "No, you can't sa…
## 21  RT @Moe_Diab: Read my take on #CharlieHebdo & share if you agree the magazine owes Muslims an apology, not the other way around. http://t.c…
## 22  RT @KhaledAbuToameh: Ramallah (Not Gaza): Islamists demonstrate against #CharlieHebdo cartoons, call for Islamic Caliphate. #hizbuttahrir h…
## 23          RT @xxnurzawani: "@GC_KID: Not muslim but never thought about this b4 #CharlieHebdo #KillAllMuslims #Muslims http://t.co/OTYFVJI2fA"
## 24                                              RT @brianstelter: Pencils in the air -- a #CharlieHebdo tribute. #CNNSOTU http://t.co/KBTdOXlIIy
## 25             RT @nrlfrznh: "@GC_KID: Not muslim but never thought about this b4 #CharlieHebdo #KillAllMuslims #Muslims http://t.co/BoU3uupeVe"
## 26           RT @cnnbrk: Members in the gallery wave yellow pencils as Obama mentions the #CharlieHebdo terrorist attack. http://t.co/FXPxpOEMFk
## 27  RT @BradThor: Dear France, we apologize @BarackObama couldn't attend #CharlieHebdo rally. Had to prepare for an important interview http://…
## 28                                                           RT @BethanyJoyLenz: Is your God so small He needs YOU to defend him? #JeSuisCharlie
## 29  RT @dhume: In India, a woman editor is on the run after republishing #CharlieHebdo cover and calling for reasoned debate. http://t.co/lHbua…
## 30  RT @paydaran: #breakingnews urgent  #CampLiberty - #Iraq http://t.co/22BtpcCx38 … #iran #parisattacks #irantalks #statedept #UN #uk http://…
## 31  RT @fetch9501: RT @Vrais66: Mankind Futur Facing Islam. Finally the absolute truth. #JeSuisCharlie #Quebec http://t.co/4tuhHyYWT7 Take Firm…
## 32                                                                           RT @BanksyOfficiaI: Street Art #CharlieHebdo http://t.co/Zb2QGsXziH
## 33                                                                           RT @KiranKS: An example of "free and fearless" journalism in India.
## 34           RT @IDFSpokesperson: Hamas' hypocrisy: CONDEMN the attack on #CharlieHebdo , CELEBRATE the stabbing of #Israeli civilians on a bus.
## 35                                                                                                           RT @WhiteFreedomNow: #JeSuisCharlie
## 36  RT @namitabhandare: Shame. RT @ajit_ranade 46yr old newspaper shuts down. india's only woman urdu editor is on the run. nobody to take her …
## 37  RT @RaniaKhalek: Sydney Morning Herald issued apology (again) and top editor attended anti-Semitism seminar. It's the #JeSuisCharlie double…
## 38                               RT @camanpour: If we don't show #CharlieHebdo cover we MUSTN'T show cruel IS snuff videos #iamcharlie #iamkenjo
## 39          RT @Skrillex: Yes DOOMPY POOMP shout out to the French geniuses Fleur and Manu behind the film #JeSuisCharlie http://t.co/ntb5UMkuWe
## 40                                                                      RT @mirandachale: It's a fucking cartoon. Grow up, petty little bigots →
## 41                                                                RT @ClassicPict: Cartoonists fight back. #JeSuisCharlie http://t.co/vUByhnDcHw
## 42  RT @Independent: #CharlieHebdo publishing cartoon of Mohammed was an act of provocation, says ex MI6 head http://t.co/jwgSkmWAoi http://t.c…
## 43  RT @BullGuard: Hacktivist collective Anonymous has set about taking down jihadi websites and accounts https://t.co/tpNnPnnBzL #anonymous #c…
## 44                                                                                      RT @MuslimIQ: My cousin @MasoodTahir7 is a Muslim artist
## 45   RT @TheTweetOfGod: The success of the Mohammed issue of #CharlieHebdo shows that with a little courage, magazines can still make a prophet.
## 46                                                                                 RT @DeeLan_Moon: Why (Israeli criminal) stands with them ????
## 47  RT @Aboujahjah: I am not Charlie, I am Ahmed the dead cop. Charlie ridiculed my faith and culture and I died defending his right to do so. …
## 48                                                                                            RT @RanaHarbi: Hypocrites, hypocrites everywhere !
## 49                               RT @conradhackett: #JeSuisCharlie, one of the most popular hashtags ever, was in 3.4 million tweets in 24 hours
## 50                                                     RT @adamshapiro: That is how you counter terrorism. #JeSuisCharlie http://t.co/pNg0cyPvGO
## 51  RT @BBCNews: "My brother was a Muslim. He was killed by people who pretend to be Muslims" http://t.co/wTJM2YybJx #CharlieHebdo http://t.co/…
## 52                                        RT @iran_policy: Terrorism in Paris: Once burned, twice shy http://t.co/FafD42qJaO #iran #charlieHebdo
## 53  RT @davpope: Can't sleep tonight, thoughts with my French cartooning colleagues, their families and loved ones #CharlieHebdo http://t.co/Lq…
## 54  RT @borzou: Seems world leaders didn't "lead" #CharlieHebdo marchers in Paris but conducted photo op on empty, guarded street http://t.co/b…
## 55  RT @BBCWorld: "My brother was a Muslim. He was killed by people who pretend to be Muslims" http://t.co/upZoAxurNL #CharlieHebdo http://t.co…
## 56                                                                                               RT @SpliffMeister: Make art not war.\U0001f3a8✏️
## 57  RT @LatuffCartoons: Please RT! Freedom of speech? Not if you're dealing with Israel! #JeNeSuisPasCharlie @MiddleEastMnt http://t.co/m0vuMQo…
## 58  RT @JamesBlunt: Maybe it would have been even more noble for the cover of #CharlieHebdo to depict The Prophet carrying a sign that read #Je…
## 59   RT @LatuffCartoons: So now let's talk seriously about #CharlieHebdo and Western double standard on freedom of speech http://t.co/X8iyp64azl
## 60                              RT @momen_mubasher: 66 years of murder and land theft. How are the Zionists getting away with it? #FreePalestine
## 61  RT @sirtatters: Obama will admit 9000 Syrian Muslims as refugees, zero Christians as refugees. http://t.co/VJ0w0wT8Sy http://t.co/ImGrFVqnj…
## 62  RT @abgutman: To all my Muslim friends: you don't need to apologize for the #CharlieHebdo attack in Paris. A criminal committed a crime, no…
## 63  RT @billmaher: For years, I've been asked in interviews "Who are your heroes?" I often had to think; sometimes I was stumped. No longer. #C…
## 64  RT @paradisecity: #JeSuisCharlie We need no civil war. Our hearts r w/ all families affected #France #Paris #GunsNRoses #GNR http://t.co/Cz…
## 65          RT @Pray4Pal: No! They don't have enough time and humanity to pay attention to you. #CharlieHebdo #ICC4Israel http://t.co/A82Q8bDEUm
## 66             RT @LatuffCartoons: Please, RT! Nigeria is NOT France! @via @jornalSul21 #CharlieHebdo #JeNeSuisPasCharlie http://t.co/gT3y1PzOAQ
## 67  RT @PennBadgley: THE point to understand in the cases of #CharlieHebdo & #BokoHaram - selective awareness informed by race, via @deray http…
## 68  RT @BehzadMoezi: #Iran'ian cleric 'rejoices' in #CharlieHebdo massacre. http://t.co/ePQYfjD3mb @AP @AFP @Reuters @FoxNews  @CNN http://t.co…
## 69                                                               RT @camanpour: They broke his fingers, one by one, for his anti-Assad cartoons.
## 70  RT @KurdishTruths: If your a Muslim, which of these two images is more offensive to Islam? Which one makes you more angry? #CharlieHebdo ht…
## 71                                                                                              RT @sherlockmichael: Not a single drop of blood.
## 72  RT @BBCBreaking: Churches alight & tear gas fired at #CharlieHebdo protest in Niger's capital, #Niamey: http://t.co/yEqw7G8Dvh http://t.co/…
## 73                                                                                                                   RT @dbelhoul: #CharlieHebdo
## 74  RT @BBCBreaking: Malian who hid people from gunmen during #ParisAttacks on Jewish supermarket awarded French nationality http://t.co/q544Om…
## 75                                                       RT @BenjaminNorton: How the racist Western media decides whom to give press coverage to
## 76  RT @French_Gov: For his courage at #HyperCacher store, Lassana #Bathily will become a French citizen next Tuesday. #CharlieHebdo http://t.c…
## 77                  RT @WSJ: How #CharlieHebdo selected the cover of its first issue after attack: http://t.co/yaEx8yt1Tu http://t.co/IMubacUzpv
## 78  RT @bbcquestiontime: Our most retweeted comment was @mehdirhasan on #CharlieHebdo . Catch up on @BBCiPlayer http://t.co/VTH24NR0jW #bbcqt h…
## 79         RT @RT_com: 'We love Prophet' Massive anti-#CharlieHebdo protest hits #Chechnya (VIDEO) http://t.co/0iBG1NW10P http://t.co/eITbpgHUMt
## 80  RT @grasswirefacts: World leaders didn't "lead" #CharlieHebdo marchers in Paris but conducted photo op on empty, guarded street http://t.co…
## 81                                                                      RT @DeeLan_Moon: Bid to ban picture that made  Hollande  look like idiot
## 82                                                                                 RT @Bahrain_Amanah: #Islam is the #religion of #Peace & #Love
## 83  RT @WhispersNewsLTD: Feminist Newspaper Photoshop's Male World Leaders Out Of Paris March #ParisMarch #CharlieHebdo #JeSuisCharlie http://t…
## 84                                     RT @IsraelWC1: Where were you #JeSuisCharlie ppl when #Israel blew up 4 #Palestinian kids on #Gaza beach?
## 85  RT @KatieMirandaArt: Why it's not about cartoons: my illustrated article for @Mondoweiss http://t.co/HB7Enf9qJI #JeSuisAhmed #CharlieHebdo …
## 86  RT @BBCtrending: Still trending is #WhoIsMuhammad - a response to the latest #CharlieHebdo cover. Read more http://t.co/ftR6UFxchO http://t…
## 87        RT @NewYorker: Our cartoonists respond, with their pencils, to the #CharlieHebdo attack: http://t.co/Kbqkut0wrq http://t.co/DVNuVZTmMr
## 88  RT @mehdifoundation: Watch our latest video about #CharlieHebdo, #RadicalIslam and #freedomofspeech https://t.co/gpDvsFDUPj #I_love_Muhamma…
## 89    RT @OpCharlieHebdo: http://t.co/6w3R6mhxLU has been p0wned. Dump is here : http://t.co/L8IGCYFWqy #OpCharlieHebdo #CharlieHebdo #Anonymous
## 90                                                                RT @ChakerKhazaal: Oscar-Worthy Performances by World Leaders (Paris Edition):
## 91  RT @RaquelEvita: Malian Muslim who hid people from gunmen during #ParisAttacks on Jewish supermarket awarded French nationality http://t.co…
## 92  RT @nathanlean: Since #CharlieHebdo, 60 Anti-Muslim hate crimes, including more than two-dozen mosque attacks w/ gunshots & pig heads http:…
## 93  RT @CNN: A tangled web of suspects has emerged after the recent terror attacks in France. http://t.co/6VuO649lQ0 #CharlieHebdo http://t.co/…
## 94      RT @BBCBreaking: At least 4 killed & many more injured in violent protests in Niger against #CharlieHebdo cartoon http://t.co/9XjvFTyGZM
## 95                                                                                          RT @AlAjmiMansour1: Who is prophet Muhammad (PBUH)..
## 96                                RT @chinhon: Sometimes, I buy a magazine for what's not in it. #Singapore #CharlieHebdo http://t.co/8b0AgBv0dL
## 97  RT @OpCharlieHebdo: Want to contribute to #OpCharlieHebdo ? Report 900+ extremist accounts http://t.co/O7QUB1roXR #JeSuisCharlie #CharlieHe…
## 98                          RT @BBCBreaking: Clashes near French consulate in Karachi at protest over #CharlieHebdo cover http://t.co/x2etNd9FMv
## 99                     RT @CNNMoney: 19,000 French websites hacked in wake of #CharlieHebdo attack http://t.co/fM3s33KZGL http://t.co/Qcoc36E4CD
## 100 RT @2AFight: Still think Muslims are for peace? #CharlieHebdo #JeSuisCharlie #ParisAttacks #NoSharia #tcot #PJNET #teaparty #ccot http://t.…
## 101 RT @BBCNews: UK must "wipe out anti-Semitism" after #ParisAttacks, Theresa May says in this video http://t.co/t6gn6iMB52 http://t.co/GjObuu…
## 102 RT @BBCWorld: "They killed a man, not his ideas" - funerals held for victims of #CharlieHebdo attack  http://t.co/oSJ2WRzsiq http://t.co/w8…
## 103 RT @rimamaktabi: How can one tweet wipe out 34 years! #JimClancy resigns from #CNN after a heated debate on Twitter over #CharlieHebdo cart…
## 104                                                                                       RT @DeeLan_Moon: Any article on the topic of hypocrisy
## 105 RT @Independent: Firebombs & pigs heads thrown into mosques as anti-Muslim attacks increase after #ParisAttacks http://t.co/pYT3je0S4w http…
## 106 RT @sergeibaka9: The recent events in France are a big tragedy. The solidarity shown is amazing and needed. We all have to learn from it. #…
## 107     RT @CounterMoonbat: There are too many Muslims offended by cartoons and not enough Muslims offended by barbaric terrorism. #CharlieHebdo
## 108 RT @TheEconomist: Here's how the mayor of Rotterdam, Ahmed Aboutaleb, responded to the #CharlieHebdo attacks http://t.co/7wUyjp3NdZ http://…
## 109                                                                                                     RT @AlAjmiMansour1: A real Muslim is ...
## 110 RT @MaanImranKhan: Read this TAXI DRIVER story who met a English man what he said about Muhammad PBUH after #ParisAttacks #WhoIsMuhammad ht…
## 111 RT @BBCWorld: "I said, 'If the terrorist comes down here, he must not hear you'" - #ParisAttacks hero story http://t.co/FlfsNRUD9p http://t…
## 112      RT @JohnKerry: Paid respects and honored the courageous victims of last week's senseless acts of terror at #CharlieHebdo & #HyperCacher
## 113 RT @RT_com: BREAKING: Two churches burnt down in Niger at anti-#CharlieHebdo protest - reports http://t.co/3Jsosc7yl3 http://t.co/ghcEMPNRWl
## 114 RT @RT_com: BREAKING: When religion insulted, freedom of expression not boundless - Pope on #CharlieHebdo http://t.co/VwrZvc1Lz5 http://t.c…
## 115       RT @cnni: They broke his fingers, one by one, for his anti-Assad cartoons. http://t.co/dxllOR0B4K #CharlieHebdo http://t.co/BRnxeej9mA
## 116                                          RT @AlAjmiMansour1: What does non-muslim said about Prophet Muhammad (PBUH) #cnn #bbc #CharlieHebdo
## 117    RT @no2censorship: .@MacTXPress: Effective action against extremists #ISIS #Iran #CharlieHebdo http://t.co/DbR5wXhuOT via @washingtonpost
## 118                                                                                                  RT @AlAjmiMansour1: Prophet Muhammad (PBUH)
## 119 RT @greta: RETWEET this if you think Pres @BarackObama @WhiteHouse SHOULD use term "Radical Islam" to describe #CharlieHebdo attacks @FoxNe…
##       V2
## 1   9480
## 2   7360
## 3   2732
## 4   1204
## 5   1042
## 6   1031
## 7    871
## 8    803
## 9    571
## 10   563
## 11   492
## 12   450
## 13   449
## 14   443
## 15   402
## 16   393
## 17   375
## 18   370
## 19   360
## 20   360
## 21   341
## 22   337
## 23   331
## 24   327
## 25   322
## 26   321
## 27   307
## 28   285
## 29   281
## 30   264
## 31   262
## 32   259
## 33   256
## 34   244
## 35   244
## 36   234
## 37   233
## 38   231
## 39   230
## 40   229
## 41   225
## 42   224
## 43   221
## 44   192
## 45   187
## 46   186
## 47   173
## 48   167
## 49   123
## 50   117
## 51   115
## 52   113
## 53   107
## 54    87
## 55    76
## 56    64
## 57    57
## 58    56
## 59    51
## 60    41
## 61    31
## 62    30
## 63    30
## 64    29
## 65    29
## 66    28
## 67    26
## 68    26
## 69    19
## 70    19
## 71    18
## 72    16
## 73    13
## 74    13
## 75    10
## 76     9
## 77     8
## 78     8
## 79     8
## 80     7
## 81     7
## 82     6
## 83     6
## 84     6
## 85     6
## 86     5
## 87     5
## 88     5
## 89     5
## 90     4
## 91     4
## 92     3
## 93     3
## 94     3
## 95     2
## 96     2
## 97     2
## 98     2
## 99     2
## 100    2
## 101    2
## 102    2
## 103    2
## 104    2
## 105    1
## 106    1
## 107    1
## 108    1
## 109    1
## 110    1
## 111    1
## 112    1
## 113    1
## 114    1
## 115    1
## 116    1
## 117    1
## 118    1
## 119    1
cleanPosts <- function(text) {
  clean_texts <- text %>%
    gsub("<.*>", "", .) %>% # remove emojis
    gsub("&amp;", "", .) %>% # remove &
    gsub("@\\w+", "", .) %>% # remove at people
    gsub("RT","",.) %>% #remove word RT
    hashgrep %>%
    gsub("[[:punct:]]", "", .) %>% # remove punctuation
    gsub("[[:digit:]]", "", .) %>% # remove digits
    gsub("http\\w+", "", .) %>% # remove html links
    iconv(from = "latin1", to = "ASCII", sub="") %>% # remove emoji and bizarre signs
    gsub("[ \t]{2,}", " ", .) %>% # remove unnecessary spaces
    gsub("^\\s+|\\s+$", "", .) %>% # remove unnecessary spaces
    tolower
  return(clean_texts)
}
hashgrep <- function(text) {
  hg <- function(text) {
    result <- ""
    while(text != result) {
      result <- text
      text <- gsub("#[[:alpha:]]+\\K([[:upper:]]+)", " \\1", text, perl = TRUE)
    }
    return(text)
  }
  unname(sapply(text, hg))
}
data_cleaned = cleanPosts(data$V1)
data_cleaned= stemDocument(data_cleaned, language = "english") #stem using Porter's stemming algorithm
data_cleaned %>%
  str_split(" ") %>%
  unlist %>%
  table %>%
  data.frame %>%
  arrange(-Freq) 
##                   . Freq
## 1            charli   93
## 2             hebdo   74
## 3               the   45
## 4                 a   30
## 5                in   30
## 6                of   28
## 7                to   28
## 8            muslim   25
## 9            attack   21
## 10               je   21
## 11              sui   20
## 12               is   19
## 13               on   19
## 14              and   16
## 15              not   16
## 16             pari   16
## 17                i   15
## 18              for   14
## 19              who   13
## 20              you   12
## 21            about   11
## 22          cartoon   11
## 23               it   10
## 24               my   10
## 25              was   10
## 26               by    9
## 27             http    9
## 28             kill    9
## 29             with    9
## 30            after    8
## 31              his    8
## 32            islam    8
## 33                n    8
## 34              one    8
## 35              all    7
## 36              are    7
## 37              but    7
## 38           french    7
## 39             more    7
## 40         muhammad    7
## 41               no    7
## 42          prophet    7
## 43          protest    7
## 44           terror    7
## 45             this    7
## 46          against    6
## 47               at    6
## 48            cover    6
## 49               he    6
## 50              how    6
## 51               if    6
## 52            peopl    6
## 53             they    6
## 54            tweet    6
## 55               we    6
## 56                c    5
## 57             dont    5
## 58             down    5
## 59           editor    5
## 60            franc    5
## 61            india    5
## 62           leader    5
## 63              out    5
## 64             pbuh    5
## 65             show    5
## 66           street    5
## 67             take    5
## 68               an    4
## 69           apolog    4
## 70               as    4
## 71          freedom    4
## 72             from    4
## 73             gaza    4
## 74             love    4
## 75            march    4
## 76             need    4
## 77             onli    4
## 78               op    4
## 79              our    4
## 80             read    4
## 81             said    4
## 82               so    4
## 83             that    4
## 84          thought    4
## 85            video    4
## 86              whi    4
## 87            world    4
## 88             your    4
## 89              ahm    3
## 90           anonym    3
## 91              art    3
## 92                b    3
## 93             been    3
## 94           courag    3
## 95             free    3
## 96              has    3
## 97             have    3
## 98             head    3
## 99             here    3
## 100            iran    3
## 101          israel    3
## 102            issu    3
## 103         magazin    3
## 104            make    3
## 105            mani    3
## 106         million    3
## 107           never    3
## 108         newspap    3
## 109           niger    3
## 110           obama    3
## 111          pencil    3
## 112          pictur    3
## 113               r    3
## 114          report    3
## 115         retweet    3
## 116             run    3
## 117               s    3
## 118             say    3
## 119         solidar    3
## 120         sometim    3
## 121          speech    3
## 122           still    3
## 123            than    3
## 124           think    3
## 125              up    3
## 126            urdu    3
## 127            were    3
## 128            what    3
## 129            when    3
## 130           where    3
## 131           woman    3
## 132            year    3
## 133         account    2
## 134             act    2
## 135              am    2
## 136             ani    2
## 137       antiassad    2
## 138      anticharli    2
## 139      antimuslim    2
## 140       antisemit    2
## 141          articl    2
## 142          attend    2
## 143           award    2
## 144              be    2
## 145             big    2
## 146           bless    2
## 147           break    2
## 148           broke    2
## 149         brother    2
## 150          cacher    2
## 151            call    2
## 152             can    2
## 153            cant    2
## 154      cartoonist    2
## 155         chomski    2
## 156          church    2
## 157         conduct    2
## 158         countri    2
## 159           crime    2
## 160          crimin    2
## 161           debat    2
## 162          defend    2
## 163           didnt    2
## 164           doubl    2
## 165           drone    2
## 166            dure    2
## 167           empti    2
## 168          enough    2
## 169       extremist    2
## 170               f    2
## 171          famili    2
## 172          finger    2
## 173             god    2
## 174           guard    2
## 175          gunmen    2
## 176               h    2
## 177             had    2
## 178             her    2
## 179            hero    2
## 180             hid    2
## 181              ht    2
## 182           hyper    2
## 183       hypocrisi    2
## 184        hypocrit    2
## 185             iam    2
## 186       interview    2
## 187            into    2
## 188            isra    2
## 189               j    2
## 190          jewish    2
## 191          latest    2
## 192            lead    2
## 193           littl    2
## 194            live    2
## 195          malian    2
## 196             man    2
## 197         marcher    2
## 198         massacr    2
## 199          massiv    2
## 200           media    2
## 201           moham    2
## 202           mosqu    2
## 203            most    2
## 204           muath    2
## 205            must    2
## 206          nation    2
## 207              ne    2
## 208            noam    2
## 209          nobodi    2
## 210          offend    2
## 211             old    2
## 212            over    2
## 213             pas    2
## 214            peac    2
## 215           photo    2
## 216             pig    2
## 217           pleas    2
## 218           press    2
## 219         pretend    2
## 220         publish    2
## 221           radic    2
## 222           ralli    2
## 223          recent    2
## 224          refuge    2
## 225        religion    2
## 226         respond    2
## 227          select    2
## 228           shame    2
## 229            shut    2
## 230           stori    2
## 231     supermarket    2
## 232               t    2
## 233            tell    2
## 234       terrorist    2
## 235           their    2
## 236             too    2
## 237           truth    2
## 238             two    2
## 239               u    2
## 240              uk    2
## 241             via    2
## 242          victim    2
## 243               w    2
## 244             war    2
## 245           watch    2
## 246          websit    2
## 247         western    2
## 248           which    2
## 249            will    2
## 250            wipe    2
## 251          wonder    2
## 252              yr    2
## 253       aboutaleb    1
## 254         absolut    1
## 255             abu    1
## 256          action    1
## 257           admit    1
## 258          affect    1
## 259           again    1
## 260            agre    1
## 261             air    1
## 262          alight    1
## 263           allow    1
## 264         alqaeda    1
## 265            amaz    1
## 266           angri    1
## 267          around    1
## 268          artist    1
## 269             ask    1
## 270          attent    1
## 271            awar    1
## 272            away    1
## 273            back    1
## 274             ban    1
## 275          barbar    1
## 276         bathili    1
## 277             bbc    1
## 278           bbcqt    1
## 279           beach    1
## 280           becom    1
## 281          behind    1
## 282          better    1
## 283             bid    1
## 284           bigot    1
## 285            blew    1
## 286           blood    1
## 287            boko    1
## 288       boundless    1
## 289     breakingnew    1
## 290            burn    1
## 291           burnt    1
## 292             bus    1
## 293             buy    1
## 294          caliph    1
## 295            camp    1
## 296        campaign    1
## 297           capit    1
## 298             car    1
## 299           carri    1
## 300            cart    1
## 301            case    1
## 302           catch    1
## 303            ccot    1
## 304          celebr    1
## 305           chann    1
## 306       charlieun    1
## 307        chechnya    1
## 308       christian    1
## 309       christoph    1
## 310         cisrael    1
## 311         citizen    1
## 312           civil    1
## 313        civilian    1
## 314          clanci    1
## 315           clash    1
## 316          cleric    1
## 317             cnn    1
## 318        colleagu    1
## 319         collect    1
## 320            come    1
## 321         comment    1
## 322          commit    1
## 323         condemn    1
## 324          consul    1
## 325       contribut    1
## 326             cop    1
## 327           could    1
## 328         couldnt    1
## 329         counter    1
## 330          cousin    1
## 331         coverag    1
## 332           crowd    1
## 333           cruel    1
## 334          cultur    1
## 335            dead    1
## 336            deal    1
## 337            dear    1
## 338           decid    1
## 339        demonstr    1
## 340          depict    1
## 341         describ    1
## 342             die    1
## 343              do    1
## 344             doe    1
## 345            done    1
## 346          doompi    1
## 347          driver    1
## 348            drop    1
## 349            dump    1
## 350               e    1
## 351            edit    1
## 352          effect    1
## 353           emerg    1
## 354         english    1
## 355            even    1
## 356           event    1
## 357            ever    1
## 358       everywher    1
## 359              ex    1
## 360          exampl    1
## 361         express    1
## 362            face    1
## 363           faith    1
## 364        fearless    1
## 365           femal    1
## 366        feminist    1
## 367           fight    1
## 368            film    1
## 369           final    1
## 370            fire    1
## 371        firebomb    1
## 372            firm    1
## 373           first    1
## 374           fleur    1
## 375        followup    1
## 376 freedomofspeech    1
## 377          friend    1
## 378            fuck    1
## 379       fundament    1
## 380           funer    1
## 381           futur    1
## 382               g    1
## 383         galleri    1
## 384             gas    1
## 385          genius    1
## 386             get    1
## 387            give    1
## 388             goe    1
## 389            grow    1
## 390             gun    1
## 391         gunshot    1
## 392            hack    1
## 393      hacktivist    1
## 394            hama    1
## 395           haram    1
## 396          harper    1
## 397         hashtag    1
## 398            hate    1
## 399            hear    1
## 400           heart    1
## 401            heat    1
## 402            held    1
## 403          herald    1
## 404            hide    1
## 405             him    1
## 406             hit    1
## 407    hizbuttahrir    1
## 408            holi    1
## 409         holland    1
## 410           honor    1
## 411            hour    1
## 412           human    1
## 413       iamcharli    1
## 414        iamkenjo    1
## 415            idea    1
## 416           idiot    1
## 417         illustr    1
## 418    ilovemuhamma    1
## 419            imag    1
## 420          import    1
## 421          includ    1
## 422         increas    1
## 423          inform    1
## 424           injur    1
## 425          insult    1
## 426            intl    1
## 427           invas    1
## 428         iranian    1
## 429        irantalk    1
## 430            iraq    1
## 431       ironicsad    1
## 432        islamist    1
## 433             ive    1
## 434          jihadi    1
## 435             jim    1
## 436         journal    1
## 437      journalist    1
## 438            just    1
## 439           kabul    1
## 440         karachi    1
## 441             kid    1
## 442            land    1
## 443         lassana    1
## 444            last    1
## 445           lazio    1
## 446           learn    1
## 447           least    1
## 448             let    1
## 449         liberti    1
## 450            life    1
## 451            like    1
## 452          listen    1
## 453          longer    1
## 454            look    1
## 455           loser    1
## 456            made    1
## 457            male    1
## 458         mankind    1
## 459            manu    1
## 460             may    1
## 461            mayb    1
## 462           mayor    1
## 463            meet    1
## 464          member    1
## 465         mention    1
## 466             met    1
## 467              mi    1
## 468           milit    1
## 469            morn    1
## 470          murder    1
## 471         mustafa    1
## 472          mustnt    1
## 473            name    1
## 474            near    1
## 475            next    1
## 476          niamey    1
## 477         nigeria    1
## 478            nobl    1
## 479       nonmuslim    1
## 480         nonstop    1
## 481             now    1
## 482               o    1
## 483          offens    1
## 484           often    1
## 485             onc    1
## 486     oscarworthi    1
## 487           other    1
## 488          outrag    1
## 489             owe    1
## 490               p    1
## 491            paid    1
## 492        pakistan    1
## 493        palestin    1
## 494     palestinian    1
## 495     parisattack    1
## 496             pay    1
## 497              pc    1
## 498         perform    1
## 499           petti    1
## 500       photoshop    1
## 501           place    1
## 502           point    1
## 503           poomp    1
## 504            pope    1
## 505         popular    1
## 506             ppl    1
## 507          prepar    1
## 508            pres    1
## 509          provoc    1
## 510          punish    1
## 511           pwned    1
## 512          quebec    1
## 513            race    1
## 514          racist    1
## 515        ramallah    1
## 516            real    1
## 517          reason    1
## 518          rejoic    1
## 519       republish    1
## 520          resign    1
## 521          resist    1
## 522         respect    1
## 523         respons    1
## 524         ridicul    1
## 525           right    1
## 526            rose    1
## 527       rotterdam    1
## 528              sa    1
## 529            seem    1
## 530         seminar    1
## 531       senseless    1
## 532         serious    1
## 533             set    1
## 534           shane    1
## 535           share    1
## 536          sharia    1
## 537             shi    1
## 538          should    1
## 539           shout    1
## 540           shown    1
## 541            side    1
## 542            sign    1
## 543            sinc    1
## 544        singapor    1
## 545           singl    1
## 546            slam    1
## 547           sleep    1
## 548           small    1
## 549           snuff    1
## 550            soul    1
## 551            stab    1
## 552           stand    1
## 553        standard    1
## 554       statedept    1
## 555           store    1
## 556          strike    1
## 557           stump    1
## 558         success    1
## 559         suspect    1
## 560          sydney    1
## 561          syrian    1
## 562            talk    1
## 563           tangl    1
## 564            taxi    1
## 565            tcot    1
## 566        teaparti    1
## 567            tear    1
## 568            term    1
## 569           theft    1
## 570            them    1
## 571           there    1
## 572         theresa    1
## 573           these    1
## 574          thrown    1
## 575            time    1
## 576         tonight    1
## 577            took    1
## 578             top    1
## 579           topic    1
## 580         tragedi    1
## 581           trend    1
## 582          tribut    1
## 583           trika    1
## 584           truli    1
## 585         tuesday    1
## 586           twice    1
## 587         twitter    1
## 588        twodozen    1
## 589      understand    1
## 590          urgent    1
## 591              us    1
## 592             use    1
## 593         violent    1
## 594            wake    1
## 595            want    1
## 596            wave    1
## 597             way    1
## 598             web    1
## 599            week    1
## 600            west    1
## 601            whom    1
## 602           wiran    1
## 603           would    1
## 604          writer    1
## 605          yellow    1
## 606             yes    1
## 607       yesterday    1
## 608            zero    1
## 609         zionist    1
e <- data_cleaned %>%
  str_split(" ")%>%
  lapply(function(Token) {
    expand.grid(Token, Token,Frequency= 1, stringsAsFactors = FALSE)
  }) %>%
  bind_rows

e <- apply(e[, -3], 1, str_sort) %>%
  t %>%
  data.frame(stringsAsFactors = FALSE) %>%
  mutate(Frequency = e$Frequency)
e
##                    X1              X2 Frequency
## 1                   i               i         1
## 2                   i          wonder         1
## 3                   i           where         1
## 4                 are               i         1
## 5                   i             the         1
## 6                   i         million         1
## 7                   i             who         1
## 8                   i           tweet         1
## 9                   i              je         1
## 10                  i             sui         1
## 11             charli               i         1
## 12                  i             whi         1
## 13               dont               i         1
## 14                  i            they         1
## 15                  i           tweet         1
## 16                  i             iam         1
## 17                  i           muath         1
## 18                  i          wonder         1
## 19             wonder          wonder         1
## 20              where          wonder         1
## 21                are          wonder         1
## 22                the          wonder         1
## 23            million          wonder         1
## 24                who          wonder         1
## 25              tweet          wonder         1
## 26                 je          wonder         1
## 27                sui          wonder         1
## 28             charli          wonder         1
## 29                whi          wonder         1
## 30               dont          wonder         1
## 31               they          wonder         1
## 32              tweet          wonder         1
## 33                iam          wonder         1
## 34              muath          wonder         1
## 35                  i           where         1
## 36              where          wonder         1
## 37              where           where         1
## 38                are           where         1
## 39                the           where         1
## 40            million           where         1
## 41              where             who         1
## 42              tweet           where         1
## 43                 je           where         1
## 44                sui           where         1
## 45             charli           where         1
## 46              where             whi         1
## 47               dont           where         1
## 48               they           where         1
## 49              tweet           where         1
## 50                iam           where         1
## 51              muath           where         1
## 52                are               i         1
## 53                are          wonder         1
## 54                are           where         1
## 55                are             are         1
## 56                are             the         1
## 57                are         million         1
## 58                are             who         1
## 59                are           tweet         1
## 60                are              je         1
## 61                are             sui         1
## 62                are          charli         1
## 63                are             whi         1
## 64                are            dont         1
## 65                are            they         1
## 66                are           tweet         1
## 67                are             iam         1
## 68                are           muath         1
## 69                  i             the         1
## 70                the          wonder         1
## 71                the           where         1
## 72                are             the         1
## 73                the             the         1
## 74            million             the         1
## 75                the             who         1
## 76                the           tweet         1
## 77                 je             the         1
## 78                sui             the         1
## 79             charli             the         1
## 80                the             whi         1
## 81               dont             the         1
## 82                the            they         1
## 83                the           tweet         1
## 84                iam             the         1
## 85              muath             the         1
## 86                  i         million         1
## 87            million          wonder         1
## 88            million           where         1
## 89                are         million         1
## 90            million             the         1
## 91            million         million         1
## 92            million             who         1
## 93            million           tweet         1
## 94                 je         million         1
## 95            million             sui         1
## 96             charli         million         1
## 97            million             whi         1
## 98               dont         million         1
## 99            million            they         1
## 100           million           tweet         1
## 101               iam         million         1
## 102           million           muath         1
## 103                 i             who         1
## 104               who          wonder         1
## 105             where             who         1
## 106               are             who         1
## 107               the             who         1
## 108           million             who         1
## 109               who             who         1
## 110             tweet             who         1
## 111                je             who         1
## 112               sui             who         1
## 113            charli             who         1
## 114               whi             who         1
## 115              dont             who         1
## 116              they             who         1
## 117             tweet             who         1
## 118               iam             who         1
## 119             muath             who         1
## 120                 i           tweet         1
## 121             tweet          wonder         1
## 122             tweet           where         1
## 123               are           tweet         1
## 124               the           tweet         1
## 125           million           tweet         1
## 126             tweet             who         1
## 127             tweet           tweet         1
## 128                je           tweet         1
## 129               sui           tweet         1
## 130            charli           tweet         1
## 131             tweet             whi         1
## 132              dont           tweet         1
## 133              they           tweet         1
## 134             tweet           tweet         1
## 135               iam           tweet         1
## 136             muath           tweet         1
## 137                 i              je         1
## 138                je          wonder         1
## 139                je           where         1
## 140               are              je         1
## 141                je             the         1
## 142                je         million         1
## 143                je             who         1
## 144                je           tweet         1
## 145                je              je         1
## 146                je             sui         1
## 147            charli              je         1
## 148                je             whi         1
## 149              dont              je         1
## 150                je            they         1
## 151                je           tweet         1
## 152               iam              je         1
## 153                je           muath         1
## 154                 i             sui         1
## 155               sui          wonder         1
## 156               sui           where         1
## 157               are             sui         1
## 158               sui             the         1
## 159           million             sui         1
## 160               sui             who         1
## 161               sui           tweet         1
## 162                je             sui         1
## 163               sui             sui         1
## 164            charli             sui         1
## 165               sui             whi         1
## 166              dont             sui         1
## 167               sui            they         1
## 168               sui           tweet         1
## 169               iam             sui         1
## 170             muath             sui         1
## 171            charli               i         1
## 172            charli          wonder         1
## 173            charli           where         1
## 174               are          charli         1
## 175            charli             the         1
## 176            charli         million         1
## 177            charli             who         1
## 178            charli           tweet         1
## 179            charli              je         1
## 180            charli             sui         1
## 181            charli          charli         1
## 182            charli             whi         1
## 183            charli            dont         1
## 184            charli            they         1
## 185            charli           tweet         1
## 186            charli             iam         1
## 187            charli           muath         1
## 188                 i             whi         1
## 189               whi          wonder         1
## 190             where             whi         1
## 191               are             whi         1
## 192               the             whi         1
## 193           million             whi         1
## 194               whi             who         1
## 195             tweet             whi         1
## 196                je             whi         1
## 197               sui             whi         1
## 198            charli             whi         1
## 199               whi             whi         1
## 200              dont             whi         1
## 201              they             whi         1
## 202             tweet             whi         1
## 203               iam             whi         1
## 204             muath             whi         1
## 205              dont               i         1
## 206              dont          wonder         1
## 207              dont           where         1
## 208               are            dont         1
## 209              dont             the         1
## 210              dont         million         1
## 211              dont             who         1
## 212              dont           tweet         1
## 213              dont              je         1
## 214              dont             sui         1
## 215            charli            dont         1
## 216              dont             whi         1
## 217              dont            dont         1
## 218              dont            they         1
## 219              dont           tweet         1
## 220              dont             iam         1
## 221              dont           muath         1
## 222                 i            they         1
## 223              they          wonder         1
## 224              they           where         1
## 225               are            they         1
## 226               the            they         1
## 227           million            they         1
## 228              they             who         1
## 229              they           tweet         1
## 230                je            they         1
## 231               sui            they         1
## 232            charli            they         1
## 233              they             whi         1
## 234              dont            they         1
## 235              they            they         1
## 236              they           tweet         1
## 237               iam            they         1
## 238             muath            they         1
## 239                 i           tweet         1
## 240             tweet          wonder         1
## 241             tweet           where         1
## 242               are           tweet         1
## 243               the           tweet         1
## 244           million           tweet         1
## 245             tweet             who         1
## 246             tweet           tweet         1
## 247                je           tweet         1
## 248               sui           tweet         1
## 249            charli           tweet         1
## 250             tweet             whi         1
## 251              dont           tweet         1
## 252              they           tweet         1
## 253             tweet           tweet         1
## 254               iam           tweet         1
## 255             muath           tweet         1
## 256                 i             iam         1
## 257               iam          wonder         1
## 258               iam           where         1
## 259               are             iam         1
## 260               iam             the         1
## 261               iam         million         1
## 262               iam             who         1
## 263               iam           tweet         1
## 264               iam              je         1
## 265               iam             sui         1
## 266            charli             iam         1
## 267               iam             whi         1
## 268              dont             iam         1
## 269               iam            they         1
## 270               iam           tweet         1
## 271               iam             iam         1
## 272               iam           muath         1
## 273                 i           muath         1
## 274             muath          wonder         1
## 275             muath           where         1
## 276               are           muath         1
## 277             muath             the         1
## 278           million           muath         1
## 279             muath             who         1
## 280             muath           tweet         1
## 281                je           muath         1
## 282             muath             sui         1
## 283            charli           muath         1
## 284             muath             whi         1
## 285              dont           muath         1
## 286             muath            they         1
## 287             muath           tweet         1
## 288               iam           muath         1
## 289             muath           muath         1
## 290               not             not         1
## 291            muslim             not         1
## 292               but             not         1
## 293             never             not         1
## 294               not         thought         1
## 295             about             not         1
## 296               not            this         1
## 297                 b             not         1
## 298            charli             not         1
## 299             hebdo             not         1
## 300              kill             not         1
## 301               all             not         1
## 302            muslim             not         1
## 303            muslim             not         1
## 304            muslim             not         1
## 305            muslim          muslim         1
## 306               but          muslim         1
## 307            muslim           never         1
## 308            muslim         thought         1
## 309             about          muslim         1
## 310            muslim            this         1
## 311                 b          muslim         1
## 312            charli          muslim         1
## 313             hebdo          muslim         1
## 314              kill          muslim         1
## 315               all          muslim         1
## 316            muslim          muslim         1
## 317            muslim          muslim         1
## 318               but             not         1
## 319               but          muslim         1
## 320               but             but         1
## 321               but           never         1
## 322               but         thought         1
## 323             about             but         1
## 324               but            this         1
## 325                 b             but         1
## 326               but          charli         1
## 327               but           hebdo         1
## 328               but            kill         1
## 329               all             but         1
## 330               but          muslim         1
## 331               but          muslim         1
## 332             never             not         1
## 333            muslim           never         1
## 334               but           never         1
## 335             never           never         1
## 336             never         thought         1
## 337             about           never         1
## 338             never            this         1
## 339                 b           never         1
## 340            charli           never         1
## 341             hebdo           never         1
## 342              kill           never         1
## 343               all           never         1
## 344            muslim           never         1
## 345            muslim           never         1
## 346               not         thought         1
## 347            muslim         thought         1
## 348               but         thought         1
## 349             never         thought         1
## 350           thought         thought         1
## 351             about         thought         1
## 352              this         thought         1
## 353                 b         thought         1
## 354            charli         thought         1
## 355             hebdo         thought         1
## 356              kill         thought         1
## 357               all         thought         1
## 358            muslim         thought         1
## 359            muslim         thought         1
## 360             about             not         1
## 361             about          muslim         1
## 362             about             but         1
## 363             about           never         1
## 364             about         thought         1
## 365             about           about         1
## 366             about            this         1
## 367             about               b         1
## 368             about          charli         1
## 369             about           hebdo         1
## 370             about            kill         1
## 371             about             all         1
## 372             about          muslim         1
## 373             about          muslim         1
## 374               not            this         1
## 375            muslim            this         1
## 376               but            this         1
## 377             never            this         1
## 378              this         thought         1
## 379             about            this         1
## 380              this            this         1
## 381                 b            this         1
## 382            charli            this         1
## 383             hebdo            this         1
## 384              kill            this         1
## 385               all            this         1
## 386            muslim            this         1
## 387            muslim            this         1
## 388                 b             not         1
## 389                 b          muslim         1
## 390                 b             but         1
## 391                 b           never         1
## 392                 b         thought         1
## 393             about               b         1
## 394                 b            this         1
## 395                 b               b         1
## 396                 b          charli         1
## 397                 b           hebdo         1
## 398                 b            kill         1
## 399               all               b         1
## 400                 b          muslim         1
## 401                 b          muslim         1
## 402            charli             not         1
## 403            charli          muslim         1
## 404               but          charli         1
## 405            charli           never         1
## 406            charli         thought         1
## 407             about          charli         1
## 408            charli            this         1
## 409                 b          charli         1
## 410            charli          charli         1
## 411            charli           hebdo         1
## 412            charli            kill         1
## 413               all          charli         1
## 414            charli          muslim         1
## 415            charli          muslim         1
## 416             hebdo             not         1
## 417             hebdo          muslim         1
## 418               but           hebdo         1
## 419             hebdo           never         1
## 420             hebdo         thought         1
## 421             about           hebdo         1
## 422             hebdo            this         1
## 423                 b           hebdo         1
## 424            charli           hebdo         1
## 425             hebdo           hebdo         1
## 426             hebdo            kill         1
## 427               all           hebdo         1
## 428             hebdo          muslim         1
## 429             hebdo          muslim         1
## 430              kill             not         1
## 431              kill          muslim         1
## 432               but            kill         1
## 433              kill           never         1
## 434              kill         thought         1
## 435             about            kill         1
## 436              kill            this         1
## 437                 b            kill         1
## 438            charli            kill         1
## 439             hebdo            kill         1
## 440              kill            kill         1
## 441               all            kill         1
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## 443              kill          muslim         1
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## 452               all          charli         1
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## 454               all            kill         1
## 455               all             all         1
## 456               all          muslim         1
## 457               all          muslim         1
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## 480            charli          muslim         1
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## 500            charli           hebdo         1
## 501             hebdo           hebdo         1
## 502            charli          charli         1
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## 507            charli          charli         1
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## 514            charli           hebdo         1
## 515             hebdo         retweet         1
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## 5882          cartoon         cartoon         1
## 5883             call         cartoon         1
## 5884          cartoon             for         1
## 5885          cartoon           islam         1
## 5886           caliph         cartoon         1
## 5887          cartoon    hizbuttahrir         1
## 5888          cartoon               h         1
## 5889             call        ramallah         1
## 5890             call             not         1
## 5891             call            gaza         1
## 5892             call        islamist         1
## 5893             call        demonstr         1
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## 5895             call          charli         1
## 5896             call           hebdo         1
## 5897             call         cartoon         1
## 5898             call            call         1
## 5899             call             for         1
## 5900             call           islam         1
## 5901           caliph            call         1
## 5902             call    hizbuttahrir         1
## 5903             call               h         1
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## 5917              for    hizbuttahrir         1
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## 5925           charli           islam         1
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## 5927          cartoon           islam         1
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## 5951             gaza    hizbuttahrir         1
## 5952     hizbuttahrir        islamist         1
## 5953         demonstr    hizbuttahrir         1
## 5954          against    hizbuttahrir         1
## 5955           charli    hizbuttahrir         1
## 5956            hebdo    hizbuttahrir         1
## 5957          cartoon    hizbuttahrir         1
## 5958             call    hizbuttahrir         1
## 5959              for    hizbuttahrir         1
## 5960     hizbuttahrir           islam         1
## 5961           caliph    hizbuttahrir         1
## 5962     hizbuttahrir    hizbuttahrir         1
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## 5992           muslim             not         1
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## 6030            hebdo           never         1
## 6031             kill           never         1
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## 6087                b            kill         1
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## 6100           charli           hebdo         1
## 6101           charli            kill         1
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## 6105            hebdo             not         1
## 6106            hebdo          muslim         1
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## 6108            hebdo           never         1
## 6109            hebdo         thought         1
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## 6111            hebdo            this         1
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## 6113           charli           hebdo         1
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## 6267            hebdo             the         1
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## 6408           charli             not         1
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## 6530            hebdo         thought         1
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## 12679              on          street         1
## 12680           empti          street         1
## 12681           guard          street         1
## 12682          street          street         1
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## 12684         brother              my         1
## 12685              my             was         1
## 12686               a              my         1
## 12687          muslim              my         1
## 12688              he              my         1
## 12689              my             was         1
## 12690            kill              my         1
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## 12692              my           peopl         1
## 12693              my             who         1
## 12694              my         pretend         1
## 12695              my              to         1
## 12696              be              my         1
## 12697          muslim              my         1
## 12698          charli              my         1
## 12699           hebdo              my         1
## 12700         brother              my         1
## 12701         brother         brother         1
## 12702         brother             was         1
## 12703               a         brother         1
## 12704         brother          muslim         1
## 12705         brother              he         1
## 12706         brother             was         1
## 12707         brother            kill         1
## 12708         brother              by         1
## 12709         brother           peopl         1
## 12710         brother             who         1
## 12711         brother         pretend         1
## 12712         brother              to         1
## 12713              be         brother         1
## 12714         brother          muslim         1
## 12715         brother          charli         1
## 12716         brother           hebdo         1
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## 12718         brother             was         1
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## 12721          muslim             was         1
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## 12724            kill             was         1
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## 12726           peopl             was         1
## 12727             was             who         1
## 12728         pretend             was         1
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## 12730              be             was         1
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## 12733           hebdo             was         1
## 12734               a              my         1
## 12735               a         brother         1
## 12736               a             was         1
## 12737               a               a         1
## 12738               a          muslim         1
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## 12740               a             was         1
## 12741               a            kill         1
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## 12743               a           peopl         1
## 12744               a             who         1
## 12745               a         pretend         1
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## 12747               a              be         1
## 12748               a          muslim         1
## 12749               a          charli         1
## 12750               a           hebdo         1
## 12751          muslim              my         1
## 12752         brother          muslim         1
## 12753          muslim             was         1
## 12754               a          muslim         1
## 12755          muslim          muslim         1
## 12756              he          muslim         1
## 12757          muslim             was         1
## 12758            kill          muslim         1
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## 12760          muslim           peopl         1
## 12761          muslim             who         1
## 12762          muslim         pretend         1
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## 12777              he           peopl         1
## 12778              he             who         1
## 12779              he         pretend         1
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## 12786         brother             was         1
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## 12789          muslim             was         1
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## 12791             was             was         1
## 12792            kill             was         1
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## 12794           peopl             was         1
## 12795             was             who         1
## 12796         pretend             was         1
## 12797              to             was         1
## 12798              be             was         1
## 12799          muslim             was         1
## 12800          charli             was         1
## 12801           hebdo             was         1
## 12802            kill              my         1
## 12803         brother            kill         1
## 12804            kill             was         1
## 12805               a            kill         1
## 12806            kill          muslim         1
## 12807              he            kill         1
## 12808            kill             was         1
## 12809            kill            kill         1
## 12810              by            kill         1
## 12811            kill           peopl         1
## 12812            kill             who         1
## 12813            kill         pretend         1
## 12814            kill              to         1
## 12815              be            kill         1
## 12816            kill          muslim         1
## 12817          charli            kill         1
## 12818           hebdo            kill         1
## 12819              by              my         1
## 12820         brother              by         1
## 12821              by             was         1
## 12822               a              by         1
## 12823              by          muslim         1
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## 12825              by             was         1
## 12826              by            kill         1
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## 12829              by             who         1
## 12830              by         pretend         1
## 12831              by              to         1
## 12832              be              by         1
## 12833              by          muslim         1
## 12834              by          charli         1
## 12835              by           hebdo         1
## 12836              my           peopl         1
## 12837         brother           peopl         1
## 12838           peopl             was         1
## 12839               a           peopl         1
## 12840          muslim           peopl         1
## 12841              he           peopl         1
## 12842           peopl             was         1
## 12843            kill           peopl         1
## 12844              by           peopl         1
## 12845           peopl           peopl         1
## 12846           peopl             who         1
## 12847           peopl         pretend         1
## 12848           peopl              to         1
## 12849              be           peopl         1
## 12850          muslim           peopl         1
## 12851          charli           peopl         1
## 12852           hebdo           peopl         1
## 12853              my             who         1
## 12854         brother             who         1
## 12855             was             who         1
## 12856               a             who         1
## 12857          muslim             who         1
## 12858              he             who         1
## 12859             was             who         1
## 12860            kill             who         1
## 12861              by             who         1
## 12862           peopl             who         1
## 12863             who             who         1
## 12864         pretend             who         1
## 12865              to             who         1
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## 12867          muslim             who         1
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## 12869           hebdo             who         1
## 12870              my         pretend         1
## 12871         brother         pretend         1
## 12872         pretend             was         1
## 12873               a         pretend         1
## 12874          muslim         pretend         1
## 12875              he         pretend         1
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## 12877            kill         pretend         1
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## 12879           peopl         pretend         1
## 12880         pretend             who         1
## 12881         pretend         pretend         1
## 12882         pretend              to         1
## 12883              be         pretend         1
## 12884          muslim         pretend         1
## 12885          charli         pretend         1
## 12886           hebdo         pretend         1
## 12887              my              to         1
## 12888         brother              to         1
## 12889              to             was         1
## 12890               a              to         1
## 12891          muslim              to         1
## 12892              he              to         1
## 12893              to             was         1
## 12894            kill              to         1
## 12895              by              to         1
## 12896           peopl              to         1
## 12897              to             who         1
## 12898         pretend              to         1
## 12899              to              to         1
## 12900              be              to         1
## 12901          muslim              to         1
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## 12903           hebdo              to         1
## 12904              be              my         1
## 12905              be         brother         1
## 12906              be             was         1
## 12907               a              be         1
## 12908              be          muslim         1
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## 12914              be             who         1
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## 12921          muslim              my         1
## 12922         brother          muslim         1
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## 12924               a          muslim         1
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## 12931          muslim             who         1
## 12932          muslim         pretend         1
## 12933          muslim              to         1
## 12934              be          muslim         1
## 12935          muslim          muslim         1
## 12936          charli          muslim         1
## 12937           hebdo          muslim         1
## 12938          charli              my         1
## 12939         brother          charli         1
## 12940          charli             was         1
## 12941               a          charli         1
## 12942          charli          muslim         1
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## 12944          charli             was         1
## 12945          charli            kill         1
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## 12947          charli           peopl         1
## 12948          charli             who         1
## 12949          charli         pretend         1
## 12950          charli              to         1
## 12951              be          charli         1
## 12952          charli          muslim         1
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## 12955           hebdo              my         1
## 12956         brother           hebdo         1
## 12957           hebdo             was         1
## 12958               a           hebdo         1
## 12959           hebdo          muslim         1
## 12960              he           hebdo         1
## 12961           hebdo             was         1
## 12962           hebdo            kill         1
## 12963              by           hebdo         1
## 12964           hebdo           peopl         1
## 12965           hebdo             who         1
## 12966           hebdo         pretend         1
## 12967           hebdo              to         1
## 12968              be           hebdo         1
## 12969           hebdo          muslim         1
## 12970          charli           hebdo         1
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## 12972            make            make         1
## 12973             art            make         1
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## 12975            make             war         1
## 12976             art            make         1
## 12977             art             art         1
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## 12979             art             war         1
## 12980            make             not         1
## 12981             art             not         1
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## 12983             not             war         1
## 12984            make             war         1
## 12985             art             war         1
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## 12988           pleas           pleas         1
## 12989         freedom           pleas         1
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## 12991           pleas          speech         1
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## 12994           pleas            your         1
## 12995            deal           pleas         1
## 12996           pleas            with         1
## 12997          israel           pleas         1
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## 13001             pas           pleas         1
## 13002          charli           pleas         1
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## 13004         freedom         freedom         1
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## 13006         freedom          speech         1
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## 13008         freedom              if         1
## 13009         freedom            your         1
## 13010            deal         freedom         1
## 13011         freedom            with         1
## 13012         freedom          israel         1
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## 13014         freedom              ne         1
## 13015         freedom             sui         1
## 13016         freedom             pas         1
## 13017          charli         freedom         1
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## 13019         freedom              of         1
## 13020              of              of         1
## 13021              of          speech         1
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## 13024              of            your         1
## 13025            deal              of         1
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## 13027          israel              of         1
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## 13029              ne              of         1
## 13030              of             sui         1
## 13031              of             pas         1
## 13032          charli              of         1
## 13033           pleas          speech         1
## 13034         freedom          speech         1
## 13035              of          speech         1
## 13036          speech          speech         1
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## 13038              if          speech         1
## 13039          speech            your         1
## 13040            deal          speech         1
## 13041          speech            with         1
## 13042          israel          speech         1
## 13043              je          speech         1
## 13044              ne          speech         1
## 13045          speech             sui         1
## 13046             pas          speech         1
## 13047          charli          speech         1
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## 13051             not          speech         1
## 13052             not             not         1
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## 13054             not            your         1
## 13055            deal             not         1
## 13056             not            with         1
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## 13060             not             sui         1
## 13061             not             pas         1
## 13062          charli             not         1
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## 13072              if          israel         1
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## 13074              if              ne         1
## 13075              if             sui         1
## 13076              if             pas         1
## 13077          charli              if         1
## 13078           pleas            your         1
## 13079         freedom            your         1
## 13080              of            your         1
## 13081          speech            your         1
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## 13084            your            your         1
## 13085            deal            your         1
## 13086            with            your         1
## 13087          israel            your         1
## 13088              je            your         1
## 13089              ne            your         1
## 13090             sui            your         1
## 13091             pas            your         1
## 13092          charli            your         1
## 13093            deal           pleas         1
## 13094            deal         freedom         1
## 13095            deal              of         1
## 13096            deal          speech         1
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## 13098            deal              if         1
## 13099            deal            your         1
## 13100            deal            deal         1
## 13101            deal            with         1
## 13102            deal          israel         1
## 13103            deal              je         1
## 13104            deal              ne         1
## 13105            deal             sui         1
## 13106            deal             pas         1
## 13107          charli            deal         1
## 13108           pleas            with         1
## 13109         freedom            with         1
## 13110              of            with         1
## 13111          speech            with         1
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## 13114            with            your         1
## 13115            deal            with         1
## 13116            with            with         1
## 13117          israel            with         1
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## 13119              ne            with         1
## 13120             sui            with         1
## 13121             pas            with         1
## 13122          charli            with         1
## 13123          israel           pleas         1
## 13124         freedom          israel         1
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## 13126          israel          speech         1
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## 13128              if          israel         1
## 13129          israel            your         1
## 13130            deal          israel         1
## 13131          israel            with         1
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## 13134          israel              ne         1
## 13135          israel             sui         1
## 13136          israel             pas         1
## 13137          charli          israel         1
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## 13141              je          speech         1
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## 13150              je             sui         1
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## 13156              ne          speech         1
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## 13171          speech             sui         1
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## 13182          charli             sui         1
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## 13186             pas          speech         1
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## 13211          charli             pas         1
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## 13225          charli            mayb         1
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## 13227            mayb              to         1
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## 13230            mayb         prophet         1
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## 13235            mayb            read         1
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## 13379            more            read         1
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## 13382              it            nobl         1
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## 13385            been            nobl         1
## 13386            even            nobl         1
## 13387            more            nobl         1
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## 13395            nobl              to         1
## 13396          depict            nobl         1
## 13397            nobl             the         1
## 13398            nobl         prophet         1
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## 13401            nobl            sign         1
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## 13418             for           hebdo         1
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## 13420          depict             for         1
## 13421             for             the         1
## 13422             for         prophet         1
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## 13424               a             for         1
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## 13444          depict             the         1
## 13445             the             the         1
## 13446         prophet             the         1
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## 13448               a             the         1
## 13449            sign             the         1
## 13450            that             the         1
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## 13452              je             the         1
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## 13489          charli              of         1
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## 13493              of             the         1
## 13494              of         prophet         1
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## 13530            even           hebdo         1
## 13531           hebdo            more         1
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## 13537          charli           hebdo         1
## 13538           hebdo           hebdo         1
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## 13540          depict           hebdo         1
## 13541           hebdo             the         1
## 13542           hebdo         prophet         1
## 13543           carri           hebdo         1
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## 13545           hebdo            sign         1
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## 13547           hebdo            read         1
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## 13549            mayb              to         1
## 13550              it              to         1
## 13551              to           would         1
## 13552            have              to         1
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## 13554            even              to         1
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## 13561          charli              to         1
## 13562           hebdo              to         1
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## 13564          depict              to         1
## 13565             the              to         1
## 13566         prophet              to         1
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## 13568               a              to         1
## 13569            sign              to         1
## 13570            that              to         1
## 13571            read              to         1
## 13572              je              to         1
## 13573          depict            mayb         1
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## 13576          depict            have         1
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## 13586          depict           hebdo         1
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## 13589          depict             the         1
## 13590          depict         prophet         1
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## 13592               a          depict         1
## 13593          depict            sign         1
## 13594          depict            that         1
## 13595          depict            read         1
## 13596          depict              je         1
## 13597            mayb             the         1
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## 13599             the           would         1
## 13600            have             the         1
## 13601            been             the         1
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## 13603            more             the         1
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## 13605             for             the         1
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## 13609          charli             the         1
## 13610           hebdo             the         1
## 13611             the              to         1
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## 13614         prophet             the         1
## 13615           carri             the         1
## 13616               a             the         1
## 13617            sign             the         1
## 13618            that             the         1
## 13619            read             the         1
## 13620              je             the         1
## 13621            mayb         prophet         1
## 13622              it         prophet         1
## 13623         prophet           would         1
## 13624            have         prophet         1
## 13625            been         prophet         1
## 13626            even         prophet         1
## 13627            more         prophet         1
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## 13631           cover         prophet         1
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## 13633          charli         prophet         1
## 13634           hebdo         prophet         1
## 13635         prophet              to         1
## 13636          depict         prophet         1
## 13637         prophet             the         1
## 13638         prophet         prophet         1
## 13639           carri         prophet         1
## 13640               a         prophet         1
## 13641         prophet            sign         1
## 13642         prophet            that         1
## 13643         prophet            read         1
## 13644              je         prophet         1
## 13645           carri            mayb         1
## 13646           carri              it         1
## 13647           carri           would         1
## 13648           carri            have         1
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## 13650           carri            even         1
## 13651           carri            more         1
## 13652           carri            nobl         1
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## 13654           carri             the         1
## 13655           carri           cover         1
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## 13660           carri          depict         1
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## 13662           carri         prophet         1
## 13663           carri           carri         1
## 13664               a           carri         1
## 13665           carri            sign         1
## 13666           carri            that         1
## 13667           carri            read         1
## 13668           carri              je         1
## 13669               a            mayb         1
## 13670               a              it         1
## 13671               a           would         1
## 13672               a            have         1
## 13673               a            been         1
## 13674               a            even         1
## 13675               a            more         1
## 13676               a            nobl         1
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## 13679               a           cover         1
## 13680               a              of         1
## 13681               a          charli         1
## 13682               a           hebdo         1
## 13683               a              to         1
## 13684               a          depict         1
## 13685               a             the         1
## 13686               a         prophet         1
## 13687               a           carri         1
## 13688               a               a         1
## 13689               a            sign         1
## 13690               a            that         1
## 13691               a            read         1
## 13692               a              je         1
## 13693            mayb            sign         1
## 13694              it            sign         1
## 13695            sign           would         1
## 13696            have            sign         1
## 13697            been            sign         1
## 13698            even            sign         1
## 13699            more            sign         1
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## 13701             for            sign         1
## 13702            sign             the         1
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## 13705          charli            sign         1
## 13706           hebdo            sign         1
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## 13708          depict            sign         1
## 13709            sign             the         1
## 13710         prophet            sign         1
## 13711           carri            sign         1
## 13712               a            sign         1
## 13713            sign            sign         1
## 13714            sign            that         1
## 13715            read            sign         1
## 13716              je            sign         1
## 13717            mayb            that         1
## 13718              it            that         1
## 13719            that           would         1
## 13720            have            that         1
## 13721            been            that         1
## 13722            even            that         1
## 13723            more            that         1
## 13724            nobl            that         1
## 13725             for            that         1
## 13726            that             the         1
## 13727           cover            that         1
## 13728              of            that         1
## 13729          charli            that         1
## 13730           hebdo            that         1
## 13731            that              to         1
## 13732          depict            that         1
## 13733            that             the         1
## 13734         prophet            that         1
## 13735           carri            that         1
## 13736               a            that         1
## 13737            sign            that         1
## 13738            that            that         1
## 13739            read            that         1
## 13740              je            that         1
## 13741            mayb            read         1
## 13742              it            read         1
## 13743            read           would         1
## 13744            have            read         1
## 13745            been            read         1
## 13746            even            read         1
## 13747            more            read         1
## 13748            nobl            read         1
## 13749             for            read         1
## 13750            read             the         1
## 13751           cover            read         1
## 13752              of            read         1
## 13753          charli            read         1
## 13754           hebdo            read         1
## 13755            read              to         1
## 13756          depict            read         1
## 13757            read             the         1
## 13758         prophet            read         1
## 13759           carri            read         1
## 13760               a            read         1
## 13761            read            sign         1
## 13762            read            that         1
## 13763            read            read         1
## 13764              je            read         1
## 13765              je            mayb         1
## 13766              it              je         1
## 13767              je           would         1
## 13768            have              je         1
## 13769            been              je         1
## 13770            even              je         1
## 13771              je            more         1
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## 13774              je             the         1
## 13775           cover              je         1
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## 13777          charli              je         1
## 13778           hebdo              je         1
## 13779              je              to         1
## 13780          depict              je         1
## 13781              je             the         1
## 13782              je         prophet         1
## 13783           carri              je         1
## 13784               a              je         1
## 13785              je            sign         1
## 13786              je            that         1
## 13787              je            read         1
## 13788              je              je         1
## 13789              so              so         1
## 13790             now              so         1
## 13791             let              so         1
## 13792              so            talk         1
## 13793         serious              so         1
## 13794           about              so         1
## 13795          charli              so         1
## 13796           hebdo              so         1
## 13797             and              so         1
## 13798              so         western         1
## 13799           doubl              so         1
## 13800              so        standard         1
## 13801              on              so         1
## 13802         freedom              so         1
## 13803              of              so         1
## 13804              so          speech         1
## 13805             now              so         1
## 13806             now             now         1
## 13807             let             now         1
## 13808             now            talk         1
## 13809             now         serious         1
## 13810           about             now         1
## 13811          charli             now         1
## 13812           hebdo             now         1
## 13813             and             now         1
## 13814             now         western         1
## 13815           doubl             now         1
## 13816             now        standard         1
## 13817             now              on         1
## 13818         freedom             now         1
## 13819             now              of         1
## 13820             now          speech         1
## 13821             let              so         1
## 13822             let             now         1
## 13823             let             let         1
## 13824             let            talk         1
## 13825             let         serious         1
## 13826           about             let         1
## 13827          charli             let         1
## 13828           hebdo             let         1
## 13829             and             let         1
## 13830             let         western         1
## 13831           doubl             let         1
## 13832             let        standard         1
## 13833             let              on         1
## 13834         freedom             let         1
## 13835             let              of         1
## 13836             let          speech         1
## 13837              so            talk         1
## 13838             now            talk         1
## 13839             let            talk         1
## 13840            talk            talk         1
## 13841         serious            talk         1
## 13842           about            talk         1
## 13843          charli            talk         1
## 13844           hebdo            talk         1
## 13845             and            talk         1
## 13846            talk         western         1
## 13847           doubl            talk         1
## 13848        standard            talk         1
## 13849              on            talk         1
## 13850         freedom            talk         1
## 13851              of            talk         1
## 13852          speech            talk         1
## 13853         serious              so         1
## 13854             now         serious         1
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## 13856         serious            talk         1
## 13857         serious         serious         1
## 13858           about         serious         1
## 13859          charli         serious         1
## 13860           hebdo         serious         1
## 13861             and         serious         1
## 13862         serious         western         1
## 13863           doubl         serious         1
## 13864         serious        standard         1
## 13865              on         serious         1
## 13866         freedom         serious         1
## 13867              of         serious         1
## 13868         serious          speech         1
## 13869           about              so         1
## 13870           about             now         1
## 13871           about             let         1
## 13872           about            talk         1
## 13873           about         serious         1
## 13874           about           about         1
## 13875           about          charli         1
## 13876           about           hebdo         1
## 13877           about             and         1
## 13878           about         western         1
## 13879           about           doubl         1
## 13880           about        standard         1
## 13881           about              on         1
## 13882           about         freedom         1
## 13883           about              of         1
## 13884           about          speech         1
## 13885          charli              so         1
## 13886          charli             now         1
## 13887          charli             let         1
## 13888          charli            talk         1
## 13889          charli         serious         1
## 13890           about          charli         1
## 13891          charli          charli         1
## 13892          charli           hebdo         1
## 13893             and          charli         1
## 13894          charli         western         1
## 13895          charli           doubl         1
## 13896          charli        standard         1
## 13897          charli              on         1
## 13898          charli         freedom         1
## 13899          charli              of         1
## 13900          charli          speech         1
## 13901           hebdo              so         1
## 13902           hebdo             now         1
## 13903           hebdo             let         1
## 13904           hebdo            talk         1
## 13905           hebdo         serious         1
## 13906           about           hebdo         1
## 13907          charli           hebdo         1
## 13908           hebdo           hebdo         1
## 13909             and           hebdo         1
## 13910           hebdo         western         1
## 13911           doubl           hebdo         1
## 13912           hebdo        standard         1
## 13913           hebdo              on         1
## 13914         freedom           hebdo         1
## 13915           hebdo              of         1
## 13916           hebdo          speech         1
## 13917             and              so         1
## 13918             and             now         1
## 13919             and             let         1
## 13920             and            talk         1
## 13921             and         serious         1
## 13922           about             and         1
## 13923             and          charli         1
## 13924             and           hebdo         1
## 13925             and             and         1
## 13926             and         western         1
## 13927             and           doubl         1
## 13928             and        standard         1
## 13929             and              on         1
## 13930             and         freedom         1
## 13931             and              of         1
## 13932             and          speech         1
## 13933              so         western         1
## 13934             now         western         1
## 13935             let         western         1
## 13936            talk         western         1
## 13937         serious         western         1
## 13938           about         western         1
## 13939          charli         western         1
## 13940           hebdo         western         1
## 13941             and         western         1
## 13942         western         western         1
## 13943           doubl         western         1
## 13944        standard         western         1
## 13945              on         western         1
## 13946         freedom         western         1
## 13947              of         western         1
## 13948          speech         western         1
## 13949           doubl              so         1
## 13950           doubl             now         1
## 13951           doubl             let         1
## 13952           doubl            talk         1
## 13953           doubl         serious         1
## 13954           about           doubl         1
## 13955          charli           doubl         1
## 13956           doubl           hebdo         1
## 13957             and           doubl         1
## 13958           doubl         western         1
## 13959           doubl           doubl         1
## 13960           doubl        standard         1
## 13961           doubl              on         1
## 13962           doubl         freedom         1
## 13963           doubl              of         1
## 13964           doubl          speech         1
## 13965              so        standard         1
## 13966             now        standard         1
## 13967             let        standard         1
## 13968        standard            talk         1
## 13969         serious        standard         1
## 13970           about        standard         1
## 13971          charli        standard         1
## 13972           hebdo        standard         1
## 13973             and        standard         1
## 13974        standard         western         1
## 13975           doubl        standard         1
## 13976        standard        standard         1
## 13977              on        standard         1
## 13978         freedom        standard         1
## 13979              of        standard         1
## 13980          speech        standard         1
## 13981              on              so         1
## 13982             now              on         1
## 13983             let              on         1
## 13984              on            talk         1
## 13985              on         serious         1
## 13986           about              on         1
## 13987          charli              on         1
## 13988           hebdo              on         1
## 13989             and              on         1
## 13990              on         western         1
## 13991           doubl              on         1
## 13992              on        standard         1
## 13993              on              on         1
## 13994         freedom              on         1
## 13995              of              on         1
## 13996              on          speech         1
## 13997         freedom              so         1
## 13998         freedom             now         1
## 13999         freedom             let         1
## 14000         freedom            talk         1
## 14001         freedom         serious         1
## 14002           about         freedom         1
## 14003          charli         freedom         1
## 14004         freedom           hebdo         1
## 14005             and         freedom         1
## 14006         freedom         western         1
## 14007           doubl         freedom         1
## 14008         freedom        standard         1
## 14009         freedom              on         1
## 14010         freedom         freedom         1
## 14011         freedom              of         1
## 14012         freedom          speech         1
## 14013              of              so         1
## 14014             now              of         1
## 14015             let              of         1
## 14016              of            talk         1
## 14017              of         serious         1
## 14018           about              of         1
## 14019          charli              of         1
## 14020           hebdo              of         1
## 14021             and              of         1
## 14022              of         western         1
## 14023           doubl              of         1
## 14024              of        standard         1
## 14025              of              on         1
## 14026         freedom              of         1
## 14027              of              of         1
## 14028              of          speech         1
## 14029              so          speech         1
## 14030             now          speech         1
## 14031             let          speech         1
## 14032          speech            talk         1
## 14033         serious          speech         1
## 14034           about          speech         1
## 14035          charli          speech         1
## 14036           hebdo          speech         1
## 14037             and          speech         1
## 14038          speech         western         1
## 14039           doubl          speech         1
## 14040          speech        standard         1
## 14041              on          speech         1
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## 14043              of          speech         1
## 14044          speech          speech         1
## 14045            year            year         1
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## 14047          murder            year         1
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## 14049            land            year         1
## 14050           theft            year         1
## 14051             how            year         1
## 14052             are            year         1
## 14053             the            year         1
## 14054            year         zionist         1
## 14055             get            year         1
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## 14057            with            year         1
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## 14060        palestin            year         1
## 14061              of            year         1
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## 14063          murder              of         1
## 14064             and              of         1
## 14065            land              of         1
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## 14067             how              of         1
## 14068             are              of         1
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## 14070              of         zionist         1
## 14071             get              of         1
## 14072            away              of         1
## 14073              of            with         1
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## 27022             bbc        muhammad         1
## 27023          charli        muhammad         1
## 27024           hebdo        muhammad         1
## 27025            pbuh            what         1
## 27026             doe            pbuh         1
## 27027       nonmuslim            pbuh         1
## 27028            pbuh            said         1
## 27029           about            pbuh         1
## 27030            pbuh         prophet         1
## 27031        muhammad            pbuh         1
## 27032            pbuh            pbuh         1
## 27033             cnn            pbuh         1
## 27034             bbc            pbuh         1
## 27035          charli            pbuh         1
## 27036           hebdo            pbuh         1
## 27037             cnn            what         1
## 27038             cnn             doe         1
## 27039             cnn       nonmuslim         1
## 27040             cnn            said         1
## 27041           about             cnn         1
## 27042             cnn         prophet         1
## 27043             cnn        muhammad         1
## 27044             cnn            pbuh         1
## 27045             cnn             cnn         1
## 27046             bbc             cnn         1
## 27047          charli             cnn         1
## 27048             cnn           hebdo         1
## 27049             bbc            what         1
## 27050             bbc             doe         1
## 27051             bbc       nonmuslim         1
## 27052             bbc            said         1
## 27053           about             bbc         1
## 27054             bbc         prophet         1
## 27055             bbc        muhammad         1
## 27056             bbc            pbuh         1
## 27057             bbc             cnn         1
## 27058             bbc             bbc         1
## 27059             bbc          charli         1
## 27060             bbc           hebdo         1
## 27061          charli            what         1
## 27062          charli             doe         1
## 27063          charli       nonmuslim         1
## 27064          charli            said         1
## 27065           about          charli         1
## 27066          charli         prophet         1
## 27067          charli        muhammad         1
## 27068          charli            pbuh         1
## 27069          charli             cnn         1
## 27070             bbc          charli         1
## 27071          charli          charli         1
## 27072          charli           hebdo         1
## 27073           hebdo            what         1
## 27074             doe           hebdo         1
## 27075           hebdo       nonmuslim         1
## 27076           hebdo            said         1
## 27077           about           hebdo         1
## 27078           hebdo         prophet         1
## 27079           hebdo        muhammad         1
## 27080           hebdo            pbuh         1
## 27081             cnn           hebdo         1
## 27082             bbc           hebdo         1
## 27083          charli           hebdo         1
## 27084           hebdo           hebdo         1
## 27085          effect          effect         1
## 27086          action          effect         1
## 27087         against          effect         1
## 27088          effect       extremist         1
## 27089          effect               i         1
## 27090          effect               s         1
## 27091          effect               i         1
## 27092          effect               s         1
## 27093          effect            iran         1
## 27094          charli          effect         1
## 27095          effect           hebdo         1
## 27096          effect             via         1
## 27097          action          effect         1
## 27098          action          action         1
## 27099          action         against         1
## 27100          action       extremist         1
## 27101          action               i         1
## 27102          action               s         1
## 27103          action               i         1
## 27104          action               s         1
## 27105          action            iran         1
## 27106          action          charli         1
## 27107          action           hebdo         1
## 27108          action             via         1
## 27109         against          effect         1
## 27110          action         against         1
## 27111         against         against         1
## 27112         against       extremist         1
## 27113         against               i         1
## 27114         against               s         1
## 27115         against               i         1
## 27116         against               s         1
## 27117         against            iran         1
## 27118         against          charli         1
## 27119         against           hebdo         1
## 27120         against             via         1
## 27121          effect       extremist         1
## 27122          action       extremist         1
## 27123         against       extremist         1
## 27124       extremist       extremist         1
## 27125       extremist               i         1
## 27126       extremist               s         1
## 27127       extremist               i         1
## 27128       extremist               s         1
## 27129       extremist            iran         1
## 27130          charli       extremist         1
## 27131       extremist           hebdo         1
## 27132       extremist             via         1
## 27133          effect               i         1
## 27134          action               i         1
## 27135         against               i         1
## 27136       extremist               i         1
## 27137               i               i         1
## 27138               i               s         1
## 27139               i               i         1
## 27140               i               s         1
## 27141               i            iran         1
## 27142          charli               i         1
## 27143           hebdo               i         1
## 27144               i             via         1
## 27145          effect               s         1
## 27146          action               s         1
## 27147         against               s         1
## 27148       extremist               s         1
## 27149               i               s         1
## 27150               s               s         1
## 27151               i               s         1
## 27152               s               s         1
## 27153            iran               s         1
## 27154          charli               s         1
## 27155           hebdo               s         1
## 27156               s             via         1
## 27157          effect               i         1
## 27158          action               i         1
## 27159         against               i         1
## 27160       extremist               i         1
## 27161               i               i         1
## 27162               i               s         1
## 27163               i               i         1
## 27164               i               s         1
## 27165               i            iran         1
## 27166          charli               i         1
## 27167           hebdo               i         1
## 27168               i             via         1
## 27169          effect               s         1
## 27170          action               s         1
## 27171         against               s         1
## 27172       extremist               s         1
## 27173               i               s         1
## 27174               s               s         1
## 27175               i               s         1
## 27176               s               s         1
## 27177            iran               s         1
## 27178          charli               s         1
## 27179           hebdo               s         1
## 27180               s             via         1
## 27181          effect            iran         1
## 27182          action            iran         1
## 27183         against            iran         1
## 27184       extremist            iran         1
## 27185               i            iran         1
## 27186            iran               s         1
## 27187               i            iran         1
## 27188            iran               s         1
## 27189            iran            iran         1
## 27190          charli            iran         1
## 27191           hebdo            iran         1
## 27192            iran             via         1
## 27193          charli          effect         1
## 27194          action          charli         1
## 27195         against          charli         1
## 27196          charli       extremist         1
## 27197          charli               i         1
## 27198          charli               s         1
## 27199          charli               i         1
## 27200          charli               s         1
## 27201          charli            iran         1
## 27202          charli          charli         1
## 27203          charli           hebdo         1
## 27204          charli             via         1
## 27205          effect           hebdo         1
## 27206          action           hebdo         1
## 27207         against           hebdo         1
## 27208       extremist           hebdo         1
## 27209           hebdo               i         1
## 27210           hebdo               s         1
## 27211           hebdo               i         1
## 27212           hebdo               s         1
## 27213           hebdo            iran         1
## 27214          charli           hebdo         1
## 27215           hebdo           hebdo         1
## 27216           hebdo             via         1
## 27217          effect             via         1
## 27218          action             via         1
## 27219         against             via         1
## 27220       extremist             via         1
## 27221               i             via         1
## 27222               s             via         1
## 27223               i             via         1
## 27224               s             via         1
## 27225            iran             via         1
## 27226          charli             via         1
## 27227           hebdo             via         1
## 27228             via             via         1
## 27229         prophet         prophet         1
## 27230        muhammad         prophet         1
## 27231            pbuh         prophet         1
## 27232        muhammad         prophet         1
## 27233        muhammad        muhammad         1
## 27234        muhammad            pbuh         1
## 27235            pbuh         prophet         1
## 27236        muhammad            pbuh         1
## 27237            pbuh            pbuh         1
## 27238         retweet         retweet         1
## 27239         retweet            this         1
## 27240              if         retweet         1
## 27241         retweet             you         1
## 27242         retweet           think         1
## 27243            pres         retweet         1
## 27244         retweet          should         1
## 27245         retweet             use         1
## 27246         retweet            term         1
## 27247           radic         retweet         1
## 27248           islam         retweet         1
## 27249         retweet              to         1
## 27250         describ         retweet         1
## 27251          charli         retweet         1
## 27252           hebdo         retweet         1
## 27253          attack         retweet         1
## 27254         retweet            this         1
## 27255            this            this         1
## 27256              if            this         1
## 27257            this             you         1
## 27258           think            this         1
## 27259            pres            this         1
## 27260          should            this         1
## 27261            this             use         1
## 27262            term            this         1
## 27263           radic            this         1
## 27264           islam            this         1
## 27265            this              to         1
## 27266         describ            this         1
## 27267          charli            this         1
## 27268           hebdo            this         1
## 27269          attack            this         1
## 27270              if         retweet         1
## 27271              if            this         1
## 27272              if              if         1
## 27273              if             you         1
## 27274              if           think         1
## 27275              if            pres         1
## 27276              if          should         1
## 27277              if             use         1
## 27278              if            term         1
## 27279              if           radic         1
## 27280              if           islam         1
## 27281              if              to         1
## 27282         describ              if         1
## 27283          charli              if         1
## 27284           hebdo              if         1
## 27285          attack              if         1
## 27286         retweet             you         1
## 27287            this             you         1
## 27288              if             you         1
## 27289             you             you         1
## 27290           think             you         1
## 27291            pres             you         1
## 27292          should             you         1
## 27293             use             you         1
## 27294            term             you         1
## 27295           radic             you         1
## 27296           islam             you         1
## 27297              to             you         1
## 27298         describ             you         1
## 27299          charli             you         1
## 27300           hebdo             you         1
## 27301          attack             you         1
## 27302         retweet           think         1
## 27303           think            this         1
## 27304              if           think         1
## 27305           think             you         1
## 27306           think           think         1
## 27307            pres           think         1
## 27308          should           think         1
## 27309           think             use         1
## 27310            term           think         1
## 27311           radic           think         1
## 27312           islam           think         1
## 27313           think              to         1
## 27314         describ           think         1
## 27315          charli           think         1
## 27316           hebdo           think         1
## 27317          attack           think         1
## 27318            pres         retweet         1
## 27319            pres            this         1
## 27320              if            pres         1
## 27321            pres             you         1
## 27322            pres           think         1
## 27323            pres            pres         1
## 27324            pres          should         1
## 27325            pres             use         1
## 27326            pres            term         1
## 27327            pres           radic         1
## 27328           islam            pres         1
## 27329            pres              to         1
## 27330         describ            pres         1
## 27331          charli            pres         1
## 27332           hebdo            pres         1
## 27333          attack            pres         1
## 27334         retweet          should         1
## 27335          should            this         1
## 27336              if          should         1
## 27337          should             you         1
## 27338          should           think         1
## 27339            pres          should         1
## 27340          should          should         1
## 27341          should             use         1
## 27342          should            term         1
## 27343           radic          should         1
## 27344           islam          should         1
## 27345          should              to         1
## 27346         describ          should         1
## 27347          charli          should         1
## 27348           hebdo          should         1
## 27349          attack          should         1
## 27350         retweet             use         1
## 27351            this             use         1
## 27352              if             use         1
## 27353             use             you         1
## 27354           think             use         1
## 27355            pres             use         1
## 27356          should             use         1
## 27357             use             use         1
## 27358            term             use         1
## 27359           radic             use         1
## 27360           islam             use         1
## 27361              to             use         1
## 27362         describ             use         1
## 27363          charli             use         1
## 27364           hebdo             use         1
## 27365          attack             use         1
## 27366         retweet            term         1
## 27367            term            this         1
## 27368              if            term         1
## 27369            term             you         1
## 27370            term           think         1
## 27371            pres            term         1
## 27372          should            term         1
## 27373            term             use         1
## 27374            term            term         1
## 27375           radic            term         1
## 27376           islam            term         1
## 27377            term              to         1
## 27378         describ            term         1
## 27379          charli            term         1
## 27380           hebdo            term         1
## 27381          attack            term         1
## 27382           radic         retweet         1
## 27383           radic            this         1
## 27384              if           radic         1
## 27385           radic             you         1
## 27386           radic           think         1
## 27387            pres           radic         1
## 27388           radic          should         1
## 27389           radic             use         1
## 27390           radic            term         1
## 27391           radic           radic         1
## 27392           islam           radic         1
## 27393           radic              to         1
## 27394         describ           radic         1
## 27395          charli           radic         1
## 27396           hebdo           radic         1
## 27397          attack           radic         1
## 27398           islam         retweet         1
## 27399           islam            this         1
## 27400              if           islam         1
## 27401           islam             you         1
## 27402           islam           think         1
## 27403           islam            pres         1
## 27404           islam          should         1
## 27405           islam             use         1
## 27406           islam            term         1
## 27407           islam           radic         1
## 27408           islam           islam         1
## 27409           islam              to         1
## 27410         describ           islam         1
## 27411          charli           islam         1
## 27412           hebdo           islam         1
## 27413          attack           islam         1
## 27414         retweet              to         1
## 27415            this              to         1
## 27416              if              to         1
## 27417              to             you         1
## 27418           think              to         1
## 27419            pres              to         1
## 27420          should              to         1
## 27421              to             use         1
## 27422            term              to         1
## 27423           radic              to         1
## 27424           islam              to         1
## 27425              to              to         1
## 27426         describ              to         1
## 27427          charli              to         1
## 27428           hebdo              to         1
## 27429          attack              to         1
## 27430         describ         retweet         1
## 27431         describ            this         1
## 27432         describ              if         1
## 27433         describ             you         1
## 27434         describ           think         1
## 27435         describ            pres         1
## 27436         describ          should         1
## 27437         describ             use         1
## 27438         describ            term         1
## 27439         describ           radic         1
## 27440         describ           islam         1
## 27441         describ              to         1
## 27442         describ         describ         1
## 27443          charli         describ         1
## 27444         describ           hebdo         1
## 27445          attack         describ         1
## 27446          charli         retweet         1
## 27447          charli            this         1
## 27448          charli              if         1
## 27449          charli             you         1
## 27450          charli           think         1
## 27451          charli            pres         1
## 27452          charli          should         1
## 27453          charli             use         1
## 27454          charli            term         1
## 27455          charli           radic         1
## 27456          charli           islam         1
## 27457          charli              to         1
## 27458          charli         describ         1
## 27459          charli          charli         1
## 27460          charli           hebdo         1
## 27461          attack          charli         1
## 27462           hebdo         retweet         1
## 27463           hebdo            this         1
## 27464           hebdo              if         1
## 27465           hebdo             you         1
## 27466           hebdo           think         1
## 27467           hebdo            pres         1
## 27468           hebdo          should         1
## 27469           hebdo             use         1
## 27470           hebdo            term         1
## 27471           hebdo           radic         1
## 27472           hebdo           islam         1
## 27473           hebdo              to         1
## 27474         describ           hebdo         1
## 27475          charli           hebdo         1
## 27476           hebdo           hebdo         1
## 27477          attack           hebdo         1
## 27478          attack         retweet         1
## 27479          attack            this         1
## 27480          attack              if         1
## 27481          attack             you         1
## 27482          attack           think         1
## 27483          attack            pres         1
## 27484          attack          should         1
## 27485          attack             use         1
## 27486          attack            term         1
## 27487          attack           radic         1
## 27488          attack           islam         1
## 27489          attack              to         1
## 27490          attack         describ         1
## 27491          attack          charli         1
## 27492          attack           hebdo         1
## 27493          attack          attack         1
e1 <- group_by(e, X1, X2)%>%dplyr::summarise(Frequency= sum(Frequency)) %>%
  filter(X1 != X2)
phase_3 <-data.frame(e1)
phase_3<-cbind(phase = 3, phase_3)
names(phase_3)[2]<-paste("Token 1")
names(phase_3)[3]<-paste("Token 2")
phase_3
##      phase         Token 1         Token 2 Frequency
## 1        3               a           about         2
## 2        3               a             abu         2
## 3        3               a           after         8
## 4        3               a             air         2
## 5        3               a             all         8
## 6        3               a           allow         2
## 7        3               a            amaz         2
## 8        3               a             and         4
## 9        3               a           angri         2
## 10       3               a             ani         2
## 11       3               a          apolog         4
## 12       3               a             are         2
## 13       3               a          artist         2
## 14       3               a              at         2
## 15       3               a          attack        14
## 16       3               a         bathili         2
## 17       3               a              be         4
## 18       3               a           becom         2
## 19       3               a            been         2
## 20       3               a          better         2
## 21       3               a             big         2
## 22       3               a           bigot         2
## 23       3               a           blood         2
## 24       3               a         brother         4
## 25       3               a             bus         2
## 26       3               a             but         4
## 27       3               a             buy         2
## 28       3               a              by         4
## 29       3               a               c         4
## 30       3               a          cacher         2
## 31       3               a            call         2
## 32       3               a        campaign         2
## 33       3               a             can         6
## 34       3               a           carri         2
## 35       3               a            cart         2
## 36       3               a         cartoon         2
## 37       3               a          celebr         2
## 38       3               a          charli        46
## 39       3               a         chomski         2
## 40       3               a       christoph         4
## 41       3               a         citizen         2
## 42       3               a        civilian         2
## 43       3               a          clanci         2
## 44       3               a          commit         4
## 45       3               a         condemn         2
## 46       3               a           could         2
## 47       3               a         countri         4
## 48       3               a          courag         6
## 49       3               a          cousin         2
## 50       3               a           cover         6
## 51       3               a           crime         4
## 52       3               a          crimin         4
## 53       3               a           debat         4
## 54       3               a          depict         2
## 55       3               a            done         2
## 56       3               a            dont         4
## 57       3               a          driver         2
## 58       3               a           drone         2
## 59       3               a            drop         2
## 60       3               a          editor         2
## 61       3               a           emerg         2
## 62       3               a         english         2
## 63       3               a            even         2
## 64       3               a           event         2
## 65       3               a               f         4
## 66       3               a             for        16
## 67       3               a           franc         4
## 68       3               a            free         4
## 69       3               a          french         2
## 70       3               a          friend         4
## 71       3               a            from         4
## 72       3               a            fuck         2
## 73       3               a           funer         2
## 74       3               a            gaza         2
## 75       3               a            grow         2
## 76       3               a            hama         2
## 77       3               a          harper         4
## 78       3               a             has         2
## 79       3               a            have         4
## 80       3               a              he         6
## 81       3               a            heat         2
## 82       3               a           hebdo        46
## 83       3               a            held         2
## 84       3               a             his         4
## 85       3               a            holi         2
## 86       3               a             how         2
## 87       3               a              ht         4
## 88       3               a           hyper         2
## 89       3               a       hypocrisi         2
## 90       3               a               i         8
## 91       3               a            idea         2
## 92       3               a              if         2
## 93       3               a            imag         2
## 94       3               a              in        24
## 95       3               a           india         2
## 96       3               a              is        18
## 97       3               a           islam         4
## 98       3               a            isra         2
## 99       3               a            issu         4
## 100      3               a              it        10
## 101      3               a               j         2
## 102      3               a              je         2
## 103      3               a             jim         2
## 104      3               a            just         2
## 105      3               a            kill         6
## 106      3               a         lassana         2
## 107      3               a          latest         2
## 108      3               a           lazio         2
## 109      3               a           learn         2
## 110      3               a            life         2
## 111      3               a          listen         2
## 112      3               a           littl         6
## 113      3               a            live         4
## 114      3               a           loser         2
## 115      3               a            love         2
## 116      3               a         magazin         6
## 117      3               a            make         6
## 118      3               a             man         4
## 119      3               a           march         2
## 120      3               a         massacr         2
## 121      3               a            mayb         2
## 122      3               a             met         2
## 123      3               a           moham         4
## 124      3               a            more        10
## 125      3               a        muhammad         6
## 126      3               a          muslim        20
## 127      3               a         mustafa         2
## 128      3               a              my        14
## 129      3               a               n         8
## 130      3               a            name         2
## 131      3               a            need         6
## 132      3               a            next         2
## 133      3               a              no         4
## 134      3               a            noam         2
## 135      3               a            nobl         2
## 136      3               a             not         6
## 137      3               a               o         2
## 138      3               a           obama         2
## 139      3               a              of        24
## 140      3               a          offens         2
## 141      3               a              on        10
## 142      3               a             one         4
## 143      3               a            onli         4
## 144      3               a             out         4
## 145      3               a            over         2
## 146      3               a            pari         6
## 147      3               a            pbuh         4
## 148      3               a          pencil         2
## 149      3               a           peopl         8
## 150      3               a           petti         2
## 151      3               a          pictur         4
## 152      3               a           press         4
## 153      3               a         pretend         4
## 154      3               a         prophet         8
## 155      3               a         protest         2
## 156      3               a          punish         2
## 157      3               a               r         2
## 158      3               a            read         6
## 159      3               a            real         2
## 160      3               a          reason         2
## 161      3               a          recent         4
## 162      3               a       republish         2
## 163      3               a          resign         2
## 164      3               a         respons         2
## 165      3               a             run         2
## 166      3               a               s         2
## 167      3               a            said         2
## 168      3               a             say         2
## 169      3               a           shane         2
## 170      3               a            show         8
## 171      3               a           shown         2
## 172      3               a            sign         2
## 173      3               a        singapor         2
## 174      3               a           singl         2
## 175      3               a              so         2
## 176      3               a         solidar         6
## 177      3               a         sometim         4
## 178      3               a            stab         2
## 179      3               a           still         6
## 180      3               a           store         2
## 181      3               a           stori         2
## 182      3               a          street         2
## 183      3               a         success         4
## 184      3               a         suspect         2
## 185      3               a               t         2
## 186      3               a           tangl         2
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## 1993     3           break         protest         2
## 1994     3           break        religion         2
## 1995     3           break          report         2
## 1996     3           break             two         2
## 1997     3           break            when         2
## 1998     3     breakingnew            camp         2
## 1999     3     breakingnew            http         2
## 2000     3     breakingnew            iran         2
## 2001     3     breakingnew        irantalk         2
## 2002     3     breakingnew            iraq         2
## 2003     3     breakingnew         liberti         2
## 2004     3     breakingnew               n         2
## 2005     3     breakingnew     parisattack         2
## 2006     3     breakingnew       statedept         2
## 2007     3     breakingnew               u         2
## 2008     3     breakingnew              uk         2
## 2009     3     breakingnew          urgent         2
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## 2011     3           broke         cartoon         4
## 2012     3           broke          charli         2
## 2013     3           broke          finger         4
## 2014     3           broke             for         4
## 2015     3           broke           hebdo         2
## 2016     3           broke             his         8
## 2017     3           broke             one         8
## 2018     3           broke            they         4
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## 2026     3         brother           peopl         4
## 2027     3         brother         pretend         4
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## 6633     3          leader         perform         2
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## 6638     3          leader          street         4
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## 6653     3           least         protest         2
## 6654     3           least         violent         2
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## 6656     3             let              of         2
## 6657     3             let              on         2
## 6658     3             let         serious         2
## 6659     3             let              so         2
## 6660     3             let          speech         2
## 6661     3             let        standard         2
## 6662     3             let            talk         2
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## 6666     3         liberti       statedept         2
## 6667     3         liberti               u         2
## 6668     3         liberti              uk         2
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## 6674     3            life            more         2
## 6675     3            life         mustafa         2
## 6676     3            life              my         4
## 6677     3            life            pbuh         2
## 6678     3            life         prophet         2
## 6679     3            life               r         2
## 6680     3            life           shane         2
## 6681     3            life            than         2
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## 6685     3            like          pictur         2
## 6686     3            like            that         2
## 6687     3            like              to         2
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## 6704     3           littl           petti         2
## 6705     3           littl         prophet         2
## 6706     3           littl            show         2
## 6707     3           littl           still         2
## 6708     3           littl         success         2
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## 6711     3           littl              up         2
## 6712     3           littl            with         2
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## 6714     3            live            onli         2
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## 6720     3            live            with         2
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## 6724     3          longer           stump         2
## 6725     3          longer           think         2
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## 6728     3          longer             who         2
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## 6730     3          longer            your         2
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## 6732     3            look          pictur         2
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## 6738     3           loser         mustafa         2
## 6739     3           loser              my         4
## 6740     3           loser            pbuh         2
## 6741     3           loser         prophet         2
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## 6744     3           loser            than         2
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## 6758     3            love        religion         2
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## 6763     3            love           their         2
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## 6765     3            love         tonight         2
## 6766     3            love           video         2
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## 6775     3         magazin          muslim         2
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## 6787     3         magazin         sometim         2
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## 6789     3         magazin         success         2
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## 6793     3         magazin             way         2
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## 6796     3         magazin             you         2
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## 6820     3            male              of         2
## 6821     3            male             out         2
## 6822     3            male            pari         4
## 6823     3            male       photoshop         2
## 6824     3            male             sui         2
## 6825     3            male           world         2
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## 6828     3          malian              on         4
## 6829     3          malian            pari         4
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## 6831     3          malian     supermarket         4
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## 6838     3             man            pbuh         2
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## 6842     3             man            taxi         2
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## 6854     3            mani          outrag         2
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## 6866     3         mankind             the         2
## 6867     3         mankind           truth         2
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## 6870     3            manu           shout         2
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## 6905     3         massacr          terror         2
## 6906     3         massacr             was         2
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## 6920     3             may              uk         2
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## 6954     3            meet           wiran         2
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## 6966     3         mention            wave         2
## 6967     3         mention          yellow         2
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## 6988     3           milit             who         2
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## 6991     3         million              of         2
## 6992     3         million             one         2
## 6993     3         million         popular         2
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## 6996     3         million             the         6
## 6997     3         million            they         4
## 6998     3         million           tweet         8
## 6999     3         million             was         2
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## 7003     3         million          wonder         4
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## 7007     3           moham         publish         2
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## 7010     3           moham           still         2
## 7011     3           moham         success         2
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## 7056     3            morn             top         2
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## 7061     3           mosqu          thrown         2
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## 7074     3            most             was         4
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## 7078     3           muath            they         4
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## 7083     3           muath          wonder         4
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## 7089     3        muhammad            read         6
## 7090     3        muhammad         respons         2
## 7091     3        muhammad            said         6
## 7092     3        muhammad           still         2
## 7093     3        muhammad           stori         4
## 7094     3        muhammad            taxi         4
## 7095     3        muhammad            tell         2
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## 7097     3        muhammad            this         4
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## 7100     3        muhammad           truth         2
## 7101     3        muhammad            what         6
## 7102     3        muhammad             who        12
## 7103     3          murder              of         2
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## 7106     3          murder           theft         2
## 7107     3          murder            with         2
## 7108     3          murder            year         2
## 7109     3          murder         zionist         2
## 7110     3          muslim              my        14
## 7111     3          muslim               n         2
## 7112     3          muslim            name         2
## 7113     3          muslim          nation         2
## 7114     3          muslim            need         2
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## 7116     3          muslim              no         4
## 7117     3          muslim             not        24
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## 7121     3          muslim          offens         2
## 7122     3          muslim              on         6
## 7123     3          muslim             one         2
## 7124     3          muslim            onli         2
## 7125     3          muslim           other         2
## 7126     3          muslim             out         2
## 7127     3          muslim             owe         2
## 7128     3          muslim               p         2
## 7129     3          muslim            pari         6
## 7130     3          muslim            peac         2
## 7131     3          muslim           peopl        10
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## 7134     3          muslim         protest         2
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## 7140     3          muslim           share         2
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## 7142     3          muslim           still         2
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## 7146     3          muslim          syrian         2
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## 7148     3          muslim            take         2
## 7149     3          muslim            tcot         2
## 7150     3          muslim        teaparti         2
## 7151     3          muslim          terror         6
## 7152     3          muslim             the        12
## 7153     3          muslim           there         4
## 7154     3          muslim           these         2
## 7155     3          muslim           think         2
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## 7157     3          muslim         thought        18
## 7158     3          muslim              to        14
## 7159     3          muslim             too         4
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## 7161     3          muslim             two         2
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## 7163     3          muslim             was        16
## 7164     3          muslim             way         2
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## 7169     3          muslim            your         2
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## 7172     3            must             out         2
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## 7174     3            must            said         2
## 7175     3            must             say         2
## 7176     3            must           stori         2
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## 7178     3            must             the         2
## 7179     3            must         theresa         2
## 7180     3            must            this         2
## 7181     3            must              uk         2
## 7182     3            must           video         2
## 7183     3            must            wipe         2
## 7184     3            must             you         2
## 7185     3         mustafa              my         4
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## 8371     3          speech             you         4
## 8372     3          speech            your         2
## 8373     3            stab             the         4
## 8374     3           stand            them         2
## 8375     3           stand             whi         2
## 8376     3           stand            with         2
## 8377     3        standard            talk         2
## 8378     3        standard         western         2
## 8379     3       statedept               u         2
## 8380     3       statedept              uk         2
## 8381     3       statedept          urgent         2
## 8382     3           still         success         2
## 8383     3           still             sui         2
## 8384     3           still               t         2
## 8385     3           still            tcot         2
## 8386     3           still        teaparti         2
## 8387     3           still            that         2
## 8388     3           still             the         6
## 8389     3           still           think         2
## 8390     3           still              to         2
## 8391     3           still           trend         2
## 8392     3           still             who         2
## 8393     3           still            with         2
## 8394     3           store         tuesday         2
## 8395     3           store            will         2
## 8396     3           stori            taxi         2
## 8397     3           stori       terrorist         2
## 8398     3           stori             the         2
## 8399     3           stori            this         2
## 8400     3           stori            what         2
## 8401     3           stori             who         4
## 8402     3           stori             you         2
## 8403     3          street          terror         2
## 8404     3          street             the         6
## 8405     3          street           world         4
## 8406     3          strike              us         2
## 8407     3          strike             was         2
## 8408     3          strike             who         2
## 8409     3           stump           think         2
## 8410     3           stump              to         2
## 8411     3           stump             was         2
## 8412     3           stump             who         2
## 8413     3           stump            year         2
## 8414     3           stump            your         2
## 8415     3         success            that         2
## 8416     3         success             the         4
## 8417     3         success            with         2
## 8418     3             sui          sydney         2
## 8419     3             sui               t         2
## 8420     3             sui            take         2
## 8421     3             sui            tcot         2
## 8422     3             sui        teaparti         2
## 8423     3             sui          terror         2
## 8424     3             sui            that         2
## 8425     3             sui             the        14
## 8426     3             sui            they         4
## 8427     3             sui           think         2
## 8428     3             sui              to         8
## 8429     3             sui             top         2
## 8430     3             sui           truth         2
## 8431     3             sui           tweet         8
## 8432     3             sui              up         2
## 8433     3             sui               w         2
## 8434     3             sui            want         2
## 8435     3             sui             war         2
## 8436     3             sui             was         2
## 8437     3             sui              we         2
## 8438     3             sui            were         2
## 8439     3             sui            when         2
## 8440     3             sui           where         6
## 8441     3             sui             whi         6
## 8442     3             sui             who         4
## 8443     3             sui           wiran         2
## 8444     3             sui            with         2
## 8445     3             sui          wonder         4
## 8446     3             sui           world         2
## 8447     3             sui             yes         2
## 8448     3             sui             you         6
## 8449     3             sui            your         4
## 8450     3     supermarket             who         4
## 8451     3         suspect           tangl         2
## 8452     3         suspect          terror         2
## 8453     3         suspect             the         2
## 8454     3         suspect             web         2
## 8455     3          sydney             the         2
## 8456     3          sydney             top         2
## 8457     3          syrian            will         2
## 8458     3          syrian            zero         2
## 8459     3               t            tcot         2
## 8460     3               t        teaparti         2
## 8461     3               t             the         2
## 8462     3               t           think         2
## 8463     3               t          tribut         2
## 8464     3               t               u         2
## 8465     3            take             the        10
## 8466     3            take              to         4
## 8467     3            take           truth         2
## 8468     3            take            urdu         4
## 8469     3            take             way         2
## 8470     3            take          websit         2
## 8471     3            take           woman         4
## 8472     3            take             you         2
## 8473     3            take              yr         4
## 8474     3            talk         western         2
## 8475     3           tangl          terror         2
## 8476     3           tangl             the         2
## 8477     3           tangl             web         2
## 8478     3            taxi            this         2
## 8479     3            taxi            what         2
## 8480     3            taxi             who         4
## 8481     3            tcot        teaparti         2
## 8482     3            tcot           think         2
## 8483     3        teaparti           think         2
## 8484     3            tell             the         4
## 8485     3            tell              to         2
## 8486     3            tell           truth         2
## 8487     3            tell           tweet         2
## 8488     3            tell            were         2
## 8489     3            tell            when         2
## 8490     3            tell             who         2
## 8491     3            tell             you         4
## 8492     3            term           think         2
## 8493     3            term            this         2
## 8494     3            term              to         2
## 8495     3            term             use         2
## 8496     3            term             you         2
## 8497     3          terror            that         2
## 8498     3          terror             the        10
## 8499     3          terror           there         2
## 8500     3          terror             too         2
## 8501     3          terror           twice         2
## 8502     3          terror          victim         2
## 8503     3          terror             was         2
## 8504     3          terror             web         2
## 8505     3          terror            week         2
## 8506     3          terror             you         2
## 8507     3       terrorist             the         6
## 8508     3       terrorist            wave         2
## 8509     3       terrorist          yellow         2
## 8510     3       terrorist             you         2
## 8511     3            than        twodozen         2
## 8512     3            than               w         2
## 8513     3            than          writer         2
## 8514     3            than             you         2
## 8515     3            that             the         8
## 8516     3            that              to         4
## 8517     3            that            with         2
## 8518     3            that           would         2
## 8519     3            that             you         2
## 8520     3             the           theft         2
## 8521     3             the           their         2
## 8522     3             the            they         4
## 8523     3             the              to        42
## 8524     3             the            took         2
## 8525     3             the             top         2
## 8526     3             the           topic         2
## 8527     3             the         tragedi         4
## 8528     3             the           trend         2
## 8529     3             the          tribut         2
## 8530     3             the           truth         6
## 8531     3             the           tweet         8
## 8532     3             the               u         2
## 8533     3             the      understand         4
## 8534     3             the            urdu         4
## 8535     3             the             via         4
## 8536     3             the          victim         2
## 8537     3             the             was         2
## 8538     3             the            wave         4
## 8539     3             the             way         4
## 8540     3             the              we         4
## 8541     3             the             web         2
## 8542     3             the            week         2
## 8543     3             the         western         2
## 8544     3             the           where         4
## 8545     3             the             whi         4
## 8546     3             the             who         6
## 8547     3             the            whom         2
## 8548     3             the            with         8
## 8549     3             the           woman         6
## 8550     3             the          wonder         4
## 8551     3             the           would         4
## 8552     3             the            year         2
## 8553     3             the          yellow         4
## 8554     3             the             yes         4
## 8555     3             the       yesterday         2
## 8556     3             the             you         8
## 8557     3             the              yr         4
## 8558     3             the         zionist         2
## 8559     3           theft            with         2
## 8560     3           theft            year         2
## 8561     3           theft         zionist         2
## 8562     3           their         thought         2
## 8563     3           their              to         2
## 8564     3           their         tonight         2
## 8565     3           their            with         4
## 8566     3            them             whi         2
## 8567     3            them            with         2
## 8568     3           there             too         2
## 8569     3         theresa            this         2
## 8570     3         theresa              uk         2
## 8571     3         theresa           video         2
## 8572     3         theresa            wipe         2
## 8573     3           these              to         2
## 8574     3           these             two         2
## 8575     3           these           which         4
## 8576     3           these             you         2
## 8577     3           these            your         2
## 8578     3            they            time         2
## 8579     3            they              to         4
## 8580     3            they           tweet         6
## 8581     3            they          victim         2
## 8582     3            they           where         4
## 8583     3            they             whi         4
## 8584     3            they             who         4
## 8585     3            they          wonder         4
## 8586     3            they             you         2
## 8587     3           think            this         2
## 8588     3           think              to         4
## 8589     3           think             use         2
## 8590     3           think             was         2
## 8591     3           think             who         2
## 8592     3           think            year         2
## 8593     3           think             you         2
## 8594     3           think            your         2
## 8595     3            this         thought         6
## 8596     3            this              to         2
## 8597     3            this           truli         2
## 8598     3            this              uk         2
## 8599     3            this            urdu         2
## 8600     3            this             use         2
## 8601     3            this           video         2
## 8602     3            this            what         2
## 8603     3            this             who         4
## 8604     3            this            wipe         2
## 8605     3            this             you         2
## 8606     3         thought         tonight         2
## 8607     3         thought            with         2
## 8608     3            time              to         4
## 8609     3            time             you         2
## 8610     3              to         tragedi         2
## 8611     3              to           trend         2
## 8612     3              to           trika         2
## 8613     3              to           truth         2
## 8614     3              to             two         2
## 8615     3              to      understand         2
## 8616     3              to            urdu         4
## 8617     3              to             use         2
## 8618     3              to             via         2
## 8619     3              to            want         4
## 8620     3              to             was        10
## 8621     3              to              we         4
## 8622     3              to         western         4
## 8623     3              to           which         4
## 8624     3              to             who         8
## 8625     3              to            whom         4
## 8626     3              to            with         6
## 8627     3              to           woman         4
## 8628     3              to           would         2
## 8629     3              to            year         2
## 8630     3              to             yes         2
## 8631     3              to             you        14
## 8632     3              to            your         6
## 8633     3              to              yr         4
## 8634     3         tonight            with         2
## 8635     3             too            were         2
## 8636     3             too            west         2
## 8637     3            took       yesterday         2
## 8638     3         tragedi              we         2
## 8639     3           trend             who         2
## 8640     3          tribut               u         2
## 8641     3           trika            with         4
## 8642     3           truli            urdu         2
## 8643     3         tuesday            will         2
## 8644     3           tweet         twitter         2
## 8645     3           tweet             was         2
## 8646     3           tweet            were         2
## 8647     3           tweet            when         2
## 8648     3           tweet           where         6
## 8649     3           tweet             whi         6
## 8650     3           tweet             who         8
## 8651     3           tweet            wipe         2
## 8652     3           tweet          wonder         6
## 8653     3           tweet            year         2
## 8654     3           tweet             you         4
## 8655     3         twitter            wipe         2
## 8656     3         twitter            year         2
## 8657     3             two           which         4
## 8658     3             two             you         2
## 8659     3             two            your         2
## 8660     3        twodozen               w         2
## 8661     3               u              uk         2
## 8662     3               u          urgent         2
## 8663     3              uk          urgent         2
## 8664     3              uk           video         2
## 8665     3              uk            wipe         2
## 8666     3      understand             via         2
## 8667     3              up             was         2
## 8668     3              up            were         2
## 8669     3              up            when         2
## 8670     3              up           where         2
## 8671     3              up             you         2
## 8672     3            urdu           woman         4
## 8673     3            urdu              yr         4
## 8674     3              us             was         2
## 8675     3              us             who         2
## 8676     3             use             you         2
## 8677     3          victim            week         2
## 8678     3           video           watch         2
## 8679     3           video              we         6
## 8680     3           video            wipe         2
## 8681     3               w             war         2
## 8682     3               w              we         2
## 8683     3            wake          websit         2
## 8684     3             war              we         2
## 8685     3             was             who        12
## 8686     3             was            year         2
## 8687     3             was            your         2
## 8688     3            wave          yellow         2
## 8689     3             way             you         2
## 8690     3            were            west         2
## 8691     3            were            when         4
## 8692     3            were           where         2
## 8693     3            were             who         2
## 8694     3            were             you         6
## 8695     3         western            whom         2
## 8696     3            what             who         4
## 8697     3            when           where         2
## 8698     3            when             who         2
## 8699     3            when             you         6
## 8700     3           where             whi         4
## 8701     3           where             who         4
## 8702     3           where          wonder         4
## 8703     3           where             you         2
## 8704     3             whi             who         4
## 8705     3             whi            with         2
## 8706     3             whi          wonder         4
## 8707     3           which             you         4
## 8708     3           which            your         4
## 8709     3             who          wonder         4
## 8710     3             who            year         2
## 8711     3             who             you         4
## 8712     3             who            your         2
## 8713     3            will            zero         2
## 8714     3            wipe            year         2
## 8715     3            with            year         2
## 8716     3            with            your         2
## 8717     3            with         zionist         2
## 8718     3           woman              yr         4
## 8719     3            year            your         2
## 8720     3            year         zionist         2
## 8721     3             you            your         4

writing to csv file

combined_data <- rbind(phase_1, phase_2,phase_3)
combined_data
##       phase         Token 1         Token 2 Frequency
## 1         1               a           about         2
## 2         1               a             afp         2
## 3         1               a           after         8
## 4         1               a             all         6
## 5         1               a              am         4
## 6         1               a            amaz         2
## 7         1               a            amor         2
## 8         1               a             and         4
## 9         1               a           angri         2
## 10        1               a             ani         2
## 11        1               a          apolog         4
## 12        1               a             are         2
## 13        1               a          artist         2
## 14        1               a              at         6
## 15        1               a          attack        10
## 16        1               a               b         2
## 17        1               a         bathili         2
## 18        1               a              be         4
## 19        1               a           becom         2
## 20        1               a            been         4
## 21        1               a          better         2
## 22        1               a             big         2
## 23        1               a          boysof         2
## 24        1               a         brother         4
## 25        1               a              by         4
## 26        1               a               c         2
## 27        1               a          cacher         2
## 28        1               a             can         6
## 29        1               a           carri         2
## 30        1               a            cart         2
## 31        1               a          charli        50
## 32        1               a         citizen         2
## 33        1               a          clanci         2
## 34        1               a          commit         4
## 35        1               a          condit         2
## 36        1               a           could         2
## 37        1               a          courag         6
## 38        1               a          cousin         2
## 39        1               a           cover         4
## 40        1               a           crime         4
## 41        1               a          crimin         4
## 42        1               a          cruzad         2
## 43        1               a            dcfc         2
## 44        1               a           debat         2
## 45        1               a          depict         2
## 46        1               a            dont         4
## 47        1               a          driver         2
## 48        1               a               e         2
## 49        1               a  eggplantfriday         2
## 50        1               a           emerg         2
## 51        1               a         english         2
## 52        1               a            even         2
## 53        1               a           event         2
## 54        1               a           fatwa         2
## 55        1               a             for        10
## 56        1               a           franc         6
## 57        1               a         francoi         2
## 58        1               a          french         2
## 59        1               a          friend         4
## 60        1               a            from         4
## 61        1               a           funer         2
## 62        1               a               g         2
## 63        1               a             has         4
## 64        1               a            have         4
## 65        1               a              he         6
## 66        1               a            heat         2
## 67        1               a           hebdo        42
## 68        1               a            held         2
## 69        1               a             hes         4
## 70        1               a             his         4
## 71        1               a         holland         2
## 72        1               a             how         2
## 73        1               a              ht         4
## 74        1               a           hyper         2
## 75        1               a               i         6
## 76        1               a             iam         8
## 77        1               a            idea         2
## 78        1               a              if         6
## 79        1               a            imag         2
## 80        1               a              in        12
## 81        1               a         instant         2
## 82        1               a            iran         6
## 83        1               a              is        16
## 84        1               a           islam         2
## 85        1               a            issu         4
## 86        1               a              it         6
## 87        1               a              je         2
## 88        1               a           jesus         2
## 89        1               a             jim         2
## 90        1               a               k         2
## 91        1               a            kill         8
## 92        1               a         lassana         2
## 93        1               a          latest         2
## 94        1               a           learn         2
## 95        1               a           littl         4
## 96        1               a            loan         2
## 97        1               a             los         2
## 98        1               a         magazin         6
## 99        1               a            make         6
## 100       1               a             man         4
## 101       1               a           march         4
## 102       1               a            mayb         2
## 103       1               a             met         2
## 104       1               a           moham         4
## 105       1               a            more         8
## 106       1               a        muhammad         8
## 107       1               a          muslim        18
## 108       1               a              my        10
## 109       1               a               n         6
## 110       1               a            need         6
## 111       1               a            next         2
## 112       1               a        nightmar         2
## 113       1               a              no         4
## 114       1               a            nobl         2
## 115       1               a       norouhani         2
## 116       1               a             not         6
## 117       1               a              of        18
## 118       1               a          offens         2
## 119       1               a              on         2
## 120       1               a             one         4
## 121       1               a             out         2
## 122       1               a            over         2
## 123       1               a        pakistan         2
## 124       1               a            pari        14
## 125       1               a          payday         2
## 126       1               a            pbuh         2
## 127       1               a           peopl         4
## 128       1               a      photograph         2
## 129       1               a          pictur         6
## 130       1               a         pretend         4
## 131       1               a         prophet         8
## 132       1               a         protest         2
## 133       1               a          prueba         2
## 134       1               a               r         2
## 135       1               a            read         6
## 136       1               a          reborn         2
## 137       1               a          recent         4
## 138       1               a          remind         2
## 139       1               a          resign         2
## 140       1               a         respons         2
## 141       1               a          rushdi         2
## 142       1               a            said         2
## 143       1               a          salman         2
## 144       1               a             say         4
## 145       1               a         serious         2
## 146       1               a           shoot         4
## 147       1               a            shot         2
## 148       1               a            show         4
## 149       1               a           shown         2
## 150       1               a            sign         2
## 151       1               a         solidar         2
## 152       1               a         sometim         2
## 153       1               a           still         6
## 154       1               a           store         2
## 155       1               a           stori         2
## 156       1               a         success         4
## 157       1               a         suspect         2
## 158       1               a           tangl         2
## 159       1               a            taxi         2
## 160       1               a          terror         2
## 161       1               a            than         2
## 162       1               a            that         6
## 163       1               a             the        26
## 164       1               a           these         2
## 165       1               a            they         2
## 166       1               a            this         2
## 167       1               a        thousand         4
## 168       1               a              to        20
## 169       1               a         tragedi         2
## 170       1               a           trend         2
## 171       1               a         tuesday         2
## 172       1               a           tweet         2
## 173       1               a         twitter         2
## 174       1               a             two         2
## 175       1               a              us         2
## 176       1               a          victim         2
## 177       1               a             was         8
## 178       1               a              we         2
## 179       1               a             web         2
## 180       1               a            week         2
## 181       1               a            what         2
## 182       1               a           which         4
## 183       1               a             who        14
## 184       1               a            will         2
## 185       1               a            wipe         2
## 186       1               a            with         4
## 187       1               a          wonder         4
## 188       1               a            word         4
## 189       1               a           worth         4
## 190       1               a           would         2
## 191       1               a          writer         2
## 192       1               a            year         2
## 193       1               a             you         6
## 194       1               a            your         6
## 195       1               a          zummer         2
## 196       1           about             abu         2
## 197       1           about           after         2
## 198       1           about             ahm         2
## 199       1           about             and         6
## 200       1           about          articl         2
## 201       1           about              at         2
## 202       1           about          attack         2
## 203       1           about          attent         2
## 204       1           about            boko         2
## 205       1           about            care         2
## 206       1           about       caricatur         2
## 207       1           about         cartoon         4
## 208       1           about          charli         8
## 209       1           about        civilian         2
## 210       1           about           could         2
## 211       1           about            dead         2
## 212       1           about           doubl         2
## 213       1           about          driver         2
## 214       1           about         english         2
## 215       1           about             for         2
## 216       1           about         freedom         2
## 217       1           about freedomofspeech         2
## 218       1           about          ghraib         2
## 219       1           about             got         2
## 220       1           about          happen         2
## 221       1           about           haram         2
## 222       1           about              he         2
## 223       1           about           hebdo         8
## 224       1           about              ht         2
## 225       1           about             htt         2
## 226       1           about         illustr         2
## 227       1           about    ilovemuhamma         2
## 228       1           about            iraq         2
## 229       1           about              is         2
## 230       1           about           islam         2
## 231       1           about              it         4
## 232       1           about              je         2
## 233       1           about          latest         2
## 234       1           about            left         2
## 235       1           about             let         2
## 236       1           about            like         2
## 237       1           about             man         2
## 238       1           about             met         2
## 239       1           about            more         2
## 240       1           about        muhammad         4
## 241       1           about              my         2
## 242       1           about             not         4
## 243       1           about             now         2
## 244       1           about              of         4
## 245       1           about              on         4
## 246       1           about             our         2
## 247       1           about            pari         2
## 248       1           about            pbuh         2
## 249       1           about           radic         2
## 250       1           about            read         2
## 251       1           about               s         2
## 252       1           about            said         2
## 253       1           about            seem         2
## 254       1           about         serious         2
## 255       1           about              so         2
## 256       1           about          speech         2
## 257       1           about        standard         2
## 258       1           about           stori         2
## 259       1           about             sui         2
## 260       1           about            talk         2
## 261       1           about            taxi         2
## 262       1           about            than         2
## 263       1           about            that         4
## 264       1           about             the         2
## 265       1           about            this         2
## 266       1           about              to         2
## 267       1           about          tortur         2
## 268       1           about              us         4
## 269       1           about           video         2
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## 271       1           about             war         2
## 272       1           about           watch         2
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## 275       1           about            what         4
## 276       1           about             whi         4
## 277       1           about             who         4
## 278       1       aboutaleb             ahm         2
## 279       1       aboutaleb          attack         2
## 280       1       aboutaleb          charli         2
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## 282       1       aboutaleb            here         2
## 283       1       aboutaleb             how         2
## 284       1       aboutaleb            http         2
## 285       1       aboutaleb           mayor         2
## 286       1       aboutaleb              of         2
## 287       1       aboutaleb         respond         2
## 288       1       aboutaleb       rotterdam         2
## 289       1       aboutaleb             the         4
## 290       1       aboutaleb              to         2
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## 292       1             abu              at         2
## 293       1             abu       caricatur         2
## 294       1             abu         cartoon         2
## 295       1             abu        civilian         2
## 296       1             abu            dead         2
## 297       1             abu          ghraib         2
## 298       1             abu            iraq         2
## 299       1             abu            left         2
## 300       1             abu             not         2
## 301       1             abu              of         2
## 302       1             abu              on         2
## 303       1             abu               s         2
## 304       1             abu            that         2
## 305       1             abu             the         2
## 306       1             abu          tortur         2
## 307       1             abu              us         2
## 308       1             abu             war         2
## 309       1             abu            what         2
## 310       1         account          charli         6
## 311       1         account       contribut         2
## 312       1         account       extremist         2
## 313       1         account              he         2
## 314       1         account           hebdo         2
## 315       1         account              je         2
## 316       1         account              op         2
## 317       1         account          report         2
## 318       1         account             sui         2
## 319       1         account              to         4
## 320       1         account            want         2
## 321       1             act             and         2
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## 326       1             act           hebdo         2
## 327       1             act           honor         2
## 328       1             act           hyper         2
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## 333       1             act       senseless         2
## 334       1             act          terror         2
## 335       1             act             the         2
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## 341       1          action       extremist         2
## 342       1          action           hebdo         2
## 343       1          action               i         4
## 344       1          action            iran         2
## 345       1          action               s         4
## 346       1          action             via         2
## 347       1           admit              as         4
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## 349       1           admit          muslim         2
## 350       1           admit           obama         2
## 351       1           admit          refuge         4
## 352       1           admit          syrian         2
## 353       1           admit            will         2
## 354       1           admit            zero         2
## 355       1          affect             all         2
## 356       1          affect          charli         2
## 357       1          affect           civil         2
## 358       1          affect          famili         2
## 359       1          affect           franc         2
## 360       1          affect               g         2
## 361       1          affect             gun         2
## 362       1          affect           heart         2
## 363       1          affect              je         2
## 364       1          affect               n         4
## 365       1          affect            need         2
## 366       1          affect              no         2
## 367       1          affect             our         2
## 368       1          affect            pari         2
## 369       1          affect               r         4
## 370       1          affect            rose         2
## 371       1          affect             sui         2
## 372       1          affect               w         2
## 373       1          affect             war         2
## 374       1          affect              we         2
## 375       1             afp              at         4
## 376       1             afp               b         2
## 377       1             afp          charli         2
## 378       1             afp          condit         2
## 379       1             afp               e         2
## 380       1             afp               g         2
## 381       1             afp           hebdo         2
## 382       1             afp               i         2
## 383       1             afp              in         4
## 384       1             afp               k         2
## 385       1             afp               n         2
## 386       1             afp        pakistan         2
## 387       1             afp      photograph         2
## 388       1             afp         protest         2
## 389       1             afp               r         2
## 390       1             afp         serious         2
## 391       1             afp            shot         2
## 392       1           after      antimuslim         2
## 393       1           after              as         2
## 394       1           after          attack         8
## 395       1           after          attend         2
## 396       1           after             ban         2
## 397       1           after            been         2
## 398       1           after               c         2
## 399       1           after             can         2
## 400       1           after            cart         2
## 401       1           after          charli        10
## 402       1           after          clanci         2
## 403       1           after             day         2
## 404       1           after           debat         2
## 405       1           after          driver         2
## 406       1           after           emerg         2
## 407       1           after         english         2
## 408       1           after        firebomb         2
## 409       1           after           franc         2
## 410       1           after         francoi         2
## 411       1           after            from         2
## 412       1           after             has         4
## 413       1           after              he         2
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## 415       1           after            heat         2
## 416       1           after           hebdo         8
## 417       1           after         holland         2
## 418       1           after             how         2
## 419       1           after              ht         2
## 420       1           after            http         2
## 421       1           after              in         4
## 422       1           after         increas         2
## 423       1           after            into         2
## 424       1           after              is         2
## 425       1           after              it         2
## 426       1           after              je         2
## 427       1           after             jim         2
## 428       1           after            kill         2
## 429       1           after         magazin         2
## 430       1           after             man         2
## 431       1           after             met         2
## 432       1           after           mosqu         2
## 433       1           after        muhammad         4
## 434       1           after               n         4
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## 436       1           after              on         2
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## 439       1           after            over         2
## 440       1           after            pari         6
## 441       1           after            pbuh         2
## 442       1           after             pig         2
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## 450       1           after             say         2
## 451       1           after           seneg         2
## 452       1           after           stori         2
## 453       1           after             sui         2
## 454       1           after         suspect         2
## 455       1           after           tangl         2
## 456       1           after            taxi         2
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## 458       1           after             the         4
## 459       1           after            this         2
## 460       1           after           three         2
## 461       1           after          thrown         2
## 462       1           after           tweet         2
## 463       1           after         twitter         2
## 464       1           after             web         2
## 465       1           after            week         2
## 466       1           after            what         2
## 467       1           after             who         4
## 468       1           after            wipe         2
## 469       1           after            year         2
## 470       1         against             all         2
## 471       1         against             and         4
## 472       1         against             anp         2
## 473       1         against              at         2
## 474       1         against          basiji         2
## 475       1         against        blasphem         2
## 476       1         against             but         2
## 477       1         against         cartoon         2
## 478       1         against          charli         8
## 479       1         against          effect         2
## 480       1         against             etc         2
## 481       1         against       extremist         2
## 482       1         against           hebdo        10
## 483       1         against            hold         2
## 484       1         against            http         2
## 485       1         against               i         6
## 486       1         against              in         4
## 487       1         against           injur         2
## 488       1         against            iran         2
## 489       1         against         iranian         2
## 490       1         against            issu         2
## 491       1         against              ji         2
## 492       1         against            juif         2
## 493       1         against            kill         2
## 494       1         against          latest         2
## 495       1         against           least         2
## 496       1         against              lo         2
## 497       1         against            mani         2
## 498       1         against            more         2
## 499       1         against             mqm         2
## 500       1         against           niger         2
## 501       1         against              of         2
## 502       1         against           other         2
## 503       1         against           pleas         2
## 504       1         against            pmln         2
## 505       1         against         prevent         2
## 506       1         against         protest         6
## 507       1         against             pti         2
## 508       1         against           ralli         2
## 509       1         against               s         4
## 510       1         against         support         4
## 511       1         against              to         2
## 512       1         against             via         2
## 513       1         against         violent         2
## 514       1         against            were         2
## 515       1         against            work         2
## 516       1             ahm              am         4
## 517       1             ahm             and         4
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## 519       1             ahm          attack         2
## 520       1             ahm         cartoon         2
## 521       1             ahm          charli         8
## 522       1             ahm             cop         2
## 523       1             ahm          cultur         2
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## 525       1             ahm          defend         2
## 526       1             ahm             die         2
## 527       1             ahm              do         2
## 528       1             ahm           faith         2
## 529       1             ahm             for         2
## 530       1             ahm           hebdo         4
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## 533       1             ahm             how         2
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## 535       1             ahm               i         6
## 536       1             ahm         illustr         2
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## 538       1             ahm              je         2
## 539       1             ahm           mayor         2
## 540       1             ahm              my         4
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## 542       1             ahm              of         2
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## 544       1             ahm         ridicul         2
## 545       1             ahm           right         2
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## 547       1             ahm              so         2
## 548       1             ahm             sui         2
## 549       1             ahm             the         6
## 550       1             ahm              to         4
## 551       1             ahm             whi         2
## 552       1        aldossri              by         2
## 553       1        aldossri   ilovemuhammad         2
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## 565       1             all             bec         8
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## 580       1             all           event         2
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## 585       1             all          friend         2
## 586       1             all            from         2
## 587       1             all               g         2
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## 590       1             all            have         2
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## 593       1             all            here         2
## 594       1             all               i        10
## 595       1             all              in         6
## 596       1             all              is         2
## 597       1             all              it         2
## 598       1             all              je         2
## 599       1             all              ji         2
## 600       1             all            juif         2
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## 602       1             all            live         2
## 603       1             all              lo         2
## 604       1             all             lol         4
## 605       1             all             lot         2
## 606       1             all             mqm         2
## 607       1             all        muhammad         2
## 608       1             all          muslim         4
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## 610       1             all               n         4
## 611       1             all            need         6
## 612       1             all              no         4
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## 616       1             all            pari         4
## 617       1             all           pleas         2
## 618       1             all            pmln         2
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## 622       1             all               r         4
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## 627       1             all              so         4
## 628       1             all         solidar         2
## 629       1             all             sui         2
## 630       1             all         support         2
## 631       1             all         teensya         4
## 632       1             all           thank         2
## 633       1             all             the         6
## 634       1             all              to         8
## 635       1             all         tragedi         2
## 636       1             all        translat         2
## 637       1             all           uknow         4
## 638       1             all              ur         4
## 639       1             all               w         2
## 640       1             all             war         2
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## 642       1             all            were         4
## 643       1             all      withbonjou         4
## 644       1             all            work         2
## 645       1             all             you         8
## 646       1        almighti             ask         2
## 647       1        almighti          forgiv         2
## 648       1        almighti             god         2
## 649       1        almighti              of         2
## 650       1           along             bbs         2
## 651       1           along            bebe         2
## 652       1           along             bec         4
## 653       1           along            call         2
## 654       1           along           callu         2
## 655       1           along           clear         2
## 656       1           along              da         2
## 657       1           along             dat         2
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## 659       1           along          french         2
## 660       1           along               i         4
## 661       1           along             lol         2
## 662       1           along              so         2
## 663       1           along         teensya         2
## 664       1           along           uknow         2
## 665       1           along              ur         2
## 666       1           along            were         2
## 667       1           along      withbonjou         2
## 668       1           along             you         2
## 669       1              am             and         8
## 670       1              am          charli        14
## 671       1              am             cop         4
## 672       1              am          cultur         4
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## 674       1              am          defend         4
## 675       1              am             die         4
## 676       1              am              do         4
## 677       1              am           faith         4
## 678       1              am           hebdo         2
## 679       1              am             his         4
## 680       1              am               i        14
## 681       1              am             iam         4
## 682       1              am            iran         2
## 683       1              am           march         2
## 684       1              am              my         4
## 685       1              am             not         6
## 686       1              am            pari         4
## 687       1              am          pictur         2
## 688       1              am         ridicul         4
## 689       1              am           right         4
## 690       1              am           shoot         2
## 691       1              am              so         4
## 692       1              am             the         4
## 693       1              am        thousand         2
## 694       1              am              to         4
## 695       1              am            word         2
## 696       1              am           worth         2
## 697       1            amaz             and         2
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## 699       1            amaz             big         2
## 700       1            amaz           event         2
## 701       1            amaz           franc         2
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## 703       1            amaz            have         2
## 704       1            amaz              in         2
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## 709       1            amaz          recent         2
## 710       1            amaz           shown         2
## 711       1            amaz         solidar         2
## 712       1            amaz             the         4
## 713       1            amaz              to         2
## 714       1            amaz         tragedi         2
## 715       1            amaz              we         2
## 716       1            amor          boysof         2
## 717       1            amor          charli         2
## 718       1            amor          cruzad         2
## 719       1            amor            dcfc         2
## 720       1            amor  eggplantfriday         2
## 721       1            amor           hebdo         2
## 722       1            amor         instant         2
## 723       1            amor            loan         2
## 724       1            amor             los         2
## 725       1            amor          payday         2
## 726       1            amor          prueba         2
## 727       1            amor          zummer         2
## 728       1             and             anp         4
## 729       1             and             are         6
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## 738       1             and       caricatur         2
## 739       1             and         cartoon         6
## 740       1             and          charli        24
## 741       1             and        civilian         2
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## 745       1             and          cultur         4
## 746       1             and            dead         6
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## 749       1             and              do         4
## 750       1             and           doubl         2
## 751       1             and           earth         2
## 752       1             and          enough         2
## 753       1             and             etc         4
## 754       1             and           event         2
## 755       1             and           faith         4
## 756       1             and          famili         2
## 757       1             and           fatwa         2
## 758       1             and           franc         4
## 759       1             and            free         2
## 760       1             and         freedom         2
## 761       1             and freedomofspeech         2
## 762       1             and          french         2
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## 764       1             and             get         2
## 765       1             and          ghraib         2
## 766       1             and             god         2
## 767       1             and            have         2
## 768       1             and           hebdo        16
## 769       1             and             his         4
## 770       1             and           honor         2
## 771       1             and             how         2
## 772       1             and           hyper         2
## 773       1             and               i        16
## 774       1             and    ilovemuhamma         2
## 775       1             and   ilovemuhammad         2
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## 777       1             and            iran         2
## 778       1             and            iraq         2
## 779       1             and              is         2
## 780       1             and           islam         2
## 781       1             and              it         4
## 782       1             and              ji         4
## 783       1             and            juif         4
## 784       1             and            land         2
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## 786       1             and          latest         2
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## 788       1             and            left         2
## 789       1             and             let         2
## 790       1             and              lo         4
## 791       1             and            love         2
## 792       1             and            mani         2
## 793       1             and           merci         4
## 794       1             and             mqm         4
## 795       1             and          murder         2
## 796       1             and          muslim         4
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## 800       1             and             not         8
## 801       1             and             now         2
## 802       1             and              of        12
## 803       1             and          offend         4
## 804       1             and              on         6
## 805       1             and             one         2
## 806       1             and           other         4
## 807       1             and             our         2
## 808       1             and            paid         2
## 809       1             and        palestin         2
## 810       1             and           pleas         4
## 811       1             and            pmln         4
## 812       1             and         prophet         2
## 813       1             and         protest         4
## 814       1             and             pti         4
## 815       1             and           radic         2
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## 817       1             and          remind         2
## 818       1             and         respect         2
## 819       1             and         ridicul         4
## 820       1             and           right         4
## 821       1             and          rushdi         2
## 822       1             and               s         2
## 823       1             and            said         2
## 824       1             and          salman         2
## 825       1             and       senseless         2
## 826       1             and         serious         2
## 827       1             and            show         4
## 828       1             and           shown         2
## 829       1             and           sleep         2
## 830       1             and              so         6
## 831       1             and         solidar         2
## 832       1             and          speech         2
## 833       1             and        standard         2
## 834       1             and         support         4
## 835       1             and            talk         2
## 836       1             and          terror         4
## 837       1             and            that         2
## 838       1             and             the        14
## 839       1             and           theft         2
## 840       1             and           their         2
## 841       1             and           there         2
## 842       1             and           those         2
## 843       1             and         thought         2
## 844       1             and              to        10
## 845       1             and         tonight         2
## 846       1             and             too         2
## 847       1             and          tortur         2
## 848       1             and         tragedi         2
## 849       1             and              us         4
## 850       1             and          victim         2
## 851       1             and           video         2
## 852       1             and             war         2
## 853       1             and           watch         2
## 854       1             and              we         2
## 855       1             and            week         2
## 856       1             and         western         2
## 857       1             and            what         2
## 858       1             and            will         2
## 859       1             and            with         4
## 860       1             and            work         4
## 861       1             and            year         2
## 862       1             and             you         2
## 863       1             and         zionist         2
## 864       1           angri          charli         2
## 865       1           angri           hebdo         2
## 866       1           angri              ht         2
## 867       1           angri              if         2
## 868       1           angri            imag         2
## 869       1           angri              is         2
## 870       1           angri           islam         2
## 871       1           angri            make         2
## 872       1           angri            more         4
## 873       1           angri          muslim         2
## 874       1           angri              of         2
## 875       1           angri          offens         2
## 876       1           angri             one         2
## 877       1           angri           these         2
## 878       1           angri              to         2
## 879       1           angri             two         2
## 880       1           angri           which         4
## 881       1           angri             you         2
## 882       1           angri            your         2
## 883       1             ani          articl         2
## 884       1             ani          better         2
## 885       1             ani          charli         2
## 886       1             ani           could         2
## 887       1             ani           hebdo         2
## 888       1             ani       hypocrisi         2
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## 1965      1            cant            with         2
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## 1979      1            care              to         2
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## 1986      1       caricatur            dead         2
## 1987      1       caricatur          ghraib         2
## 1988      1       caricatur            iraq         2
## 1989      1       caricatur            left         2
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## 1993      1       caricatur               s         2
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## 1997      1       caricatur              us         2
## 1998      1       caricatur             war         2
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## 2005      1           carri            have         2
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## 2009      1           carri            mayb         2
## 2010      1           carri            more         2
## 2011      1           carri            nobl         2
## 2012      1           carri              of         2
## 2013      1           carri         prophet         2
## 2014      1           carri            read         2
## 2015      1           carri            sign         2
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## 2017      1           carri             the         4
## 2018      1           carri              to         2
## 2019      1           carri           would         2
## 2020      1            cart          charli         2
## 2021      1            cart          clanci         2
## 2022      1            cart           debat         2
## 2023      1            cart            from         2
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## 2026      1            cart             how         2
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## 2051      1         cartoon             his         8
## 2052      1         cartoon         illustr         2
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## 2168      1          charli              do         4
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## 2184      1          charli          famili         4
## 2185      1          charli             far         2
## 2186      1          charli           fatwa         2
## 2187      1          charli        feminist         4
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## 2195      1          charli freedomofspeech         2
## 2196      1          charli          french        10
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## 2236      1          charli   ilovemuhammad         2
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## 5427      1          longer             who         2
## 5428      1          longer            year         2
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## 5444      1            love          mother         4
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## 5465      1            love            your         2
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## 6605      1            said            will         2
## 6606      1            said             you         4
## 6607      1          salman              us         2
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## 6626      1            seem             whi         2
## 6627      1            seem           world         2
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## 6629      1           seneg           three         2
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## 6634      1            sent           thank         2
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## 6637      1            sent             you         2
## 6638      1         serious            shot         2
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## 6642      1         serious            talk         2
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## 6644      1          sharia           still         2
## 6645      1          sharia             sui         2
## 6646      1          sharia               t         2
## 6647      1          sharia            tcot         2
## 6648      1          sharia        teaparti         2
## 6649      1          sharia           think         2
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## 6651      1           shoot            word         2
## 6652      1           shoot           worth         2
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## 6691      1              so      withbonjou         2
## 6692      1              so             you         2
## 6693      1         solidar             the         4
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## 6697      1         sometim           stump         2
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## 6699      1         sometim           think         2
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## 6702      1         sometim             who         2
## 6703      1         sometim          writer         2
## 6704      1         sometim            year         2
## 6705      1         sometim            your         2
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## 7318      2             abu            iraq         2
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## 7324      2             abu            that         2
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## 7327      2             abu              us         2
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## 7329      2             abu            what         2
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## 7343      2         account          jihadi         2
## 7344      2         account              op         2
## 7345      2         account          report         2
## 7346      2         account             set         2
## 7347      2         account             sui         2
## 7348      2         account            take         2
## 7349      2         account              to         4
## 7350      2         account            want         2
## 7351      2         account          websit         2
## 7352      2             act             and         2
## 7353      2             act              at         2
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## 7355      2             act          charli         2
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## 7357      2             act           hebdo         2
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## 7360      2             act            last         2
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## 7363      2             act         respect         2
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## 7374      2          action               i         4
## 7375      2          action            iran         2
## 7376      2          action               s         4
## 7377      2          action             via         2
## 7378      2           admit              as         4
## 7379      2           admit       christian         2
## 7380      2           admit          muslim         2
## 7381      2           admit           obama         2
## 7382      2           admit          refuge         4
## 7383      2           admit          syrian         2
## 7384      2           admit            will         2
## 7385      2           admit            zero         2
## 7386      2          affect             all         2
## 7387      2          affect          charli         2
## 7388      2          affect           civil         2
## 7389      2          affect          famili         2
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## 7392      2          affect             gun         2
## 7393      2          affect           heart         2
## 7394      2          affect              je         2
## 7395      2          affect               n         4
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## 7397      2          affect              no         2
## 7398      2          affect             our         2
## 7399      2          affect            pari         2
## 7400      2          affect               r         4
## 7401      2          affect            rose         2
## 7402      2          affect             sui         2
## 7403      2          affect               w         2
## 7404      2          affect             war         2
## 7405      2          affect              we         2
## 7406      2             afp              at         4
## 7407      2             afp               b         2
## 7408      2             afp          charli         2
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## 7415      2             afp               k         2
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## 7417      2             afp        pakistan         2
## 7418      2             afp      photograph         2
## 7419      2             afp         protest         2
## 7420      2             afp               r         2
## 7421      2             afp         serious         2
## 7422      2             afp            shot         2
## 7423      2           after      antimuslim         2
## 7424      2           after       antisemit         2
## 7425      2           after              as         2
## 7426      2           after          attack        12
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## 7456      2           after         holland         2
## 7457      2           after             how         4
## 7458      2           after              ht         2
## 7459      2           after            http         2
## 7460      2           after       hypocrisi         2
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## 7462      2           after         increas         2
## 7463      2           after            into         2
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## 7466      2           after            issu         2
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## 7468      2           after              je         2
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## 7472      2           after             man         2
## 7473      2           after             may         2
## 7474      2           after             met         2
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## 7483      2           after            over         2
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## 7485      2           after            pbuh         2
## 7486      2           after             pig         2
## 7487      2           after          presid         2
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## 7491      2           after          recent         2
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## 7493      2           after            said         2
## 7494      2           after             say         4
## 7495      2           after          select         2
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## 7497      2           after          speech         2
## 7498      2           after           stori         2
## 7499      2           after             sui         2
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## 7501      2           after           tangl         2
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## 7505      2           after         theresa         2
## 7506      2           after            this         4
## 7507      2           after           three         2
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## 7511      2           after              uk         2
## 7512      2           after           video         2
## 7513      2           after             web         2
## 7514      2           after            week         2
## 7515      2           after         western         2
## 7516      2           after            what         2
## 7517      2           after             who         4
## 7518      2           after            wipe         4
## 7519      2           after            year         2
## 7520      2         against             all         2
## 7521      2         against             and         4
## 7522      2         against             anp         2
## 7523      2         against              at         2
## 7524      2         against          basiji         2
## 7525      2         against        blasphem         2
## 7526      2         against             but         2
## 7527      2         against         cartoon         2
## 7528      2         against          charli         8
## 7529      2         against          effect         2
## 7530      2         against             etc         2
## 7531      2         against       extremist         2
## 7532      2         against         freedom         2
## 7533      2         against           hebdo        10
## 7534      2         against            hold         2
## 7535      2         against            http         2
## 7536      2         against               i         6
## 7537      2         against              in         4
## 7538      2         against           injur         2
## 7539      2         against            iran         2
## 7540      2         against         iranian         2
## 7541      2         against            issu         2
## 7542      2         against              ji         2
## 7543      2         against            juif         2
## 7544      2         against            kill         2
## 7545      2         against          latest         2
## 7546      2         against           least         2
## 7547      2         against              lo         2
## 7548      2         against            mani         2
## 7549      2         against            more         2
## 7550      2         against             mqm         2
## 7551      2         against        muhammad         2
## 7552      2         against           niger         2
## 7553      2         against              of         2
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## 7555      2         against           other         2
## 7556      2         against           pleas         2
## 7557      2         against            pmln         2
## 7558      2         against         prevent         2
## 7559      2         against         protest         6
## 7560      2         against             pti         2
## 7561      2         against           ralli         2
## 7562      2         against               s         4
## 7563      2         against         support         4
## 7564      2         against              to         4
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## 7566      2         against         violent         2
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## 7568      2         against             whi         2
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## 7574      2             agr            feel         2
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## 7576      2             agr             how         2
## 7577      2             agr            mani         2
## 7578      2             agr              of         2
## 7579      2             agr           other         2
## 7580      2             agr          profit         2
## 7581      2             agr          should         2
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## 7585      2             agr            this         2
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## 7594      2             ahm             cop         2
## 7595      2             ahm          cultur         2
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## 7597      2             ahm          defend         2
## 7598      2             ahm             die         2
## 7599      2             ahm              do         2
## 7600      2             ahm           faith         2
## 7601      2             ahm             for         2
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## 7605      2             ahm             how         2
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## 7615      2             ahm         respond         2
## 7616      2             ahm         ridicul         2
## 7617      2             ahm           right         2
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## 7619      2             ahm              so         2
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## 7621      2             ahm             the         6
## 7622      2             ahm              to         4
## 7623      2             ahm             whi         2
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## 7627      2          alight          church         2
## 7628      2          alight            fire         2
## 7629      2          alight             gas         2
## 7630      2          alight           hebdo         2
## 7631      2          alight              in         2
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## 7634      2          alight         protest         2
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## 7663      2             all             for         2
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## 7673      2             all               i        10
## 7674      2             all              in         8
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## 7676      2             all           islam         2
## 7677      2             all              it         2
## 7678      2             all              je         2
## 7679      2             all              ji         2
## 7680      2             all            juif         2
## 7681      2             all           learn         2
## 7682      2             all            live         2
## 7683      2             all              lo         2
## 7684      2             all             lol         4
## 7685      2             all             mqm         2
## 7686      2             all        muhammad         2
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## 7688      2             all              my         2
## 7689      2             all               n         4
## 7690      2             all            name         2
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## 7692      2             all              no         4
## 7693      2             all              of         6
## 7694      2             all              on         2
## 7695      2             all           other         2
## 7696      2             all             our         2
## 7697      2             all             out         2
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## 7708      2             all           shown         2
## 7709      2             all              so         4
## 7710      2             all         solidar         2
## 7711      2             all          street         2
## 7712      2             all             sui         2
## 7713      2             all         support         2
## 7714      2             all         teensya         4
## 7715      2             all          terror         2
## 7716      2             all             the        12
## 7717      2             all              to         6
## 7718      2             all         tragedi         2
## 7719      2             all           uknow         4
## 7720      2             all              ur         4
## 7721      2             all               w         2
## 7722      2             all             war         2
## 7723      2             all              we         4
## 7724      2             all            were         4
## 7725      2             all      withbonjou         4
## 7726      2             all            work         2
## 7727      2             all             you         6
## 7728      2        almighti             ask         2
## 7729      2        almighti          forgiv         2
## 7730      2        almighti             god         2
## 7731      2        almighti              of         2
## 7732      2           along             bbs         2
## 7733      2           along            bebe         2
## 7734      2           along             bec         4
## 7735      2           along            call         2
## 7736      2           along           callu         2
## 7737      2           along           clear         2
## 7738      2           along              da         2
## 7739      2           along             dat         2
## 7740      2           along            dont         2
## 7741      2           along          french         2
## 7742      2           along               i         4
## 7743      2           along             lol         2
## 7744      2           along              so         2
## 7745      2           along         teensya         2
## 7746      2           along           uknow         2
## 7747      2           along              ur         2
## 7748      2           along            were         2
## 7749      2           along      withbonjou         2
## 7750      2           along             you         2
## 7751      2              am             and         8
## 7752      2              am          charli        14
## 7753      2              am             cop         4
## 7754      2              am          cultur         4
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## 7756      2              am          defend         4
## 7757      2              am             die         4
## 7758      2              am              do         4
## 7759      2              am           faith         4
## 7760      2              am           hebdo         2
## 7761      2              am             his         4
## 7762      2              am               i        14
## 7763      2              am             iam         4
## 7764      2              am            iran         2
## 7765      2              am           march         2
## 7766      2              am              my         4
## 7767      2              am             not         6
## 7768      2              am            pari         4
## 7769      2              am          pictur         2
## 7770      2              am         ridicul         4
## 7771      2              am           right         4
## 7772      2              am           shoot         2
## 7773      2              am              so         4
## 7774      2              am             the         4
## 7775      2              am        thousand         2
## 7776      2              am              to         4
## 7777      2              am            word         2
## 7778      2              am           worth         2
## 7779      2            amaz             and         2
## 7780      2            amaz             are         2
## 7781      2            amaz             big         2
## 7782      2            amaz           event         2
## 7783      2            amaz           franc         2
## 7784      2            amaz            from         2
## 7785      2            amaz            have         2
## 7786      2            amaz              in         2
## 7787      2            amaz              is         2
## 7788      2            amaz              it         2
## 7789      2            amaz           learn         2
## 7790      2            amaz            need         2
## 7791      2            amaz          recent         2
## 7792      2            amaz           shown         2
## 7793      2            amaz         solidar         2
## 7794      2            amaz             the         4
## 7795      2            amaz              to         2
## 7796      2            amaz         tragedi         2
## 7797      2            amaz              we         2
## 7798      2             and          anonym         4
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## 7800      2             and             are         6
## 7801      2             and              at         4
## 7802      2             and          attent         2
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## 7804      2             and          barbar         2
## 7805      2             and              be         2
## 7806      2             and             big         2
## 7807      2             and        blasphem         4
## 7808      2             and          bullet         2
## 7809      2             and              by         4
## 7810      2             and               c         6
## 7811      2             and          cacher         2
## 7812      2             and            cant         2
## 7813      2             and       caricatur         2
## 7814      2             and         cartoon         6
## 7815      2             and          charli        26
## 7816      2             and         cisrael         2
## 7817      2             and        civilian         2
## 7818      2             and        colleagu         2
## 7819      2             and         collect         2
## 7820      2             and             cop         4
## 7821      2             and          courag         2
## 7822      2             and          cultur         4
## 7823      2             and            dead         6
## 7824      2             and          defend         6
## 7825      2             and             die         4
## 7826      2             and              do         4
## 7827      2             and            dont         2
## 7828      2             and           doubl         2
## 7829      2             and            down         2
## 7830      2             and           earth         2
## 7831      2             and          enough         4
## 7832      2             and             etc         4
## 7833      2             and           event         2
## 7834      2             and         exercis         2
## 7835      2             and           faith         4
## 7836      2             and          famili         2
## 7837      2             and           fatwa         2
## 7838      2             and           franc         4
## 7839      2             and            free         2
## 7840      2             and         freedom         2
## 7841      2             and freedomofspeech         2
## 7842      2             and          french         2
## 7843      2             and            from         2
## 7844      2             and             get         2
## 7845      2             and          ghraib         2
## 7846      2             and             god         2
## 7847      2             and      hacktivist         2
## 7848      2             and             has         2
## 7849      2             and            have         4
## 7850      2             and           hebdo        18
## 7851      2             and             his         4
## 7852      2             and           honor         2
## 7853      2             and             how         2
## 7854      2             and           human         2
## 7855      2             and           hyper         2
## 7856      2             and               i        18
## 7857      2             and    ilovemuhamma         2
## 7858      2             and   ilovemuhammad         2
## 7859      2             and              in         2
## 7860      2             and            iran         2
## 7861      2             and            iraq         2
## 7862      2             and              is         2
## 7863      2             and           islam         2
## 7864      2             and              it         6
## 7865      2             and              ji         4
## 7866      2             and          jihadi         2
## 7867      2             and            juif         4
## 7868      2             and            land         2
## 7869      2             and            last         2
## 7870      2             and          latest         2
## 7871      2             and           learn         4
## 7872      2             and            left         2
## 7873      2             and             let         2
## 7874      2             and              lo         4
## 7875      2             and            love         4
## 7876      2             and            mani         2
## 7877      2             and           merci         4
## 7878      2             and             mqm         4
## 7879      2             and          murder         2
## 7880      2             and          muslim         4
## 7881      2             and              my         8
## 7882      2             and            need         2
## 7883      2             and              no         2
## 7884      2             and            none         2
## 7885      2             and       norouhani         2
## 7886      2             and             not         8
## 7887      2             and             now         2
## 7888      2             and              of        14
## 7889      2             and          offend         4
## 7890      2             and              on         6
## 7891      2             and             one         2
## 7892      2             and           other         4
## 7893      2             and             our         2
## 7894      2             and            paid         2
## 7895      2             and        palestin         2
## 7896      2             and             pay         2
## 7897      2             and             pen         2
## 7898      2             and           pleas         4
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## 8667      2         bathili          french         2
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## 8949      2            blew             kid         2
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## 8953      2            blew             sui         2
## 8954      2            blew              up         2
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## 8957      2            blew           where         2
## 8958      2            blew             you         2
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## 8968      2            boko             got         2
## 8969      2            boko          happen         2
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## 8973      2            boko            http         2
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## 8978      2            boko            more         2
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## 8980      2            boko           point         2
## 8981      2            boko            race         2
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## 8983      2            boko          select         2
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## 8987      2            boko              to         4
## 8988      2            boko      understand         2
## 8989      2            boko              us         2
## 8990      2            boko             via         2
## 8991      2            boko         violenc         2
## 8992      2            boko              we         2
## 8993      2            boko             whi         2
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## 8996      2       boundless         express         2
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## 9000      2       boundless             not         2
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## 9003      2       boundless            pope         2
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## 9038      2           broke         cartoon         4
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## 9044      2           broke             one         8
## 9045      2           broke            they         4
## 9046      2         brother              by         4
## 9047      2         brother          charli         4
## 9048      2         brother              he         4
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## 9052      2         brother              my         4
## 9053      2         brother           peopl         4
## 9054      2         brother         pretend         4
## 9055      2         brother              to         4
## 9056      2         brother             was         8
## 9057      2         brother             who         4
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## 9059      2          bullet          defend         2
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## 10663     2             doe            mean         2
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## 10696     2            done          muslim         2
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## 10702     2            done         protest         2
## 10703     2            done          street         2
## 10704     2            done          terror         2
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## 10706     2            dont          enough         2
## 10707     2            dont             for         2
## 10708     2            dont          french         2
## 10709     2            dont          friend         2
## 10710     2            dont            have         2
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## 10712     2            dont           human         2
## 10713     2            dont               i         6
## 10714     2            dont              in         2
## 10715     2            dont             lol         2
## 10716     2            dont          muslim         2
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## 10718     2            dont            need         2
## 10719     2            dont              no         4
## 10720     2            dont            pari         2
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## 10726     2            dont            time         2
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## 10728     2            dont           uknow         2
## 10729     2            dont              ur         2
## 10730     2            dont            were         2
## 10731     2            dont      withbonjou         2
## 10732     2            dont             you         6
## 10733     2           doubl         freedom         2
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## 10770     2            down             you         2
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## 10776     2          driver             met         2
## 10777     2          driver        muhammad         4
## 10778     2          driver            pari         2
## 10779     2          driver            pbuh         2
## 10780     2          driver            read         2
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## 10783     2          driver            taxi         2
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## 10787     2           drone           hebdo         2
## 10788     2           drone              is         2
## 10789     2           drone         massacr         2
## 10790     2           drone            noam         2
## 10791     2           drone           obama         2
## 10792     2           drone              so         2
## 10793     2           drone          terror         2
## 10794     2           drone             was         2
## 10795     2            drop             not         2
## 10796     2            drop              of         2
## 10797     2            drop           singl         2
## 10798     2            dump             has         2
## 10799     2            dump           hebdo         4
## 10800     2            dump            here         2
## 10801     2            dump              is         2
## 10802     2            dump              op         2
## 10803     2            dump           pwned         2
## 10804     2            dure          french         4
## 10805     2            dure            from         4
## 10806     2            dure          gunmen         4
## 10807     2            dure           hebdo         2
## 10808     2            dure             hid         4
## 10809     2            dure              in         2
## 10810     2            dure          jewish         4
## 10811     2            dure           least         2
## 10812     2            dure          malian         4
## 10813     2            dure          muslim         2
## 10814     2            dure          nation         4
## 10815     2            dure           niger         2
## 10816     2            dure              on         4
## 10817     2            dure            pari         4
## 10818     2            dure           peopl         4
## 10819     2            dure         protest         2
## 10820     2            dure     supermarket         4
## 10821     2            dure           torch         2
## 10822     2            dure           updat         2
## 10823     2            dure             who         4
## 10824     2               e             for         2
## 10825     2               e               g         2
## 10826     2               e           hebdo         4
## 10827     2               e               i         2
## 10828     2               e              in         4
## 10829     2               e               j         2
## 10830     2               e              je         2
## 10831     2               e               k         2
## 10832     2               e          muslim         2
## 10833     2               e               n         4
## 10834     2               e              no         2
## 10835     2               e               p         2
## 10836     2               e        pakistan         2
## 10837     2               e            pari         2
## 10838     2               e            peac         2
## 10839     2               e      photograph         2
## 10840     2               e         protest         2
## 10841     2               e               r         2
## 10842     2               e         serious         2
## 10843     2               e          sharia         2
## 10844     2               e            shot         2
## 10845     2               e           still         2
## 10846     2               e             sui         2
## 10847     2               e               t         2
## 10848     2               e            tcot         2
## 10849     2               e        teaparti         2
## 10850     2               e           think         2
## 10851     2           earth             god         2
## 10852     2           earth   ilovemuhammad         2
## 10853     2           earth           merci         4
## 10854     2           earth              my         2
## 10855     2           earth              on         2
## 10856     2           earth         prophet         2
## 10857     2           earth            said         2
## 10858     2           earth            show         4
## 10859     2           earth           those         2
## 10860     2           earth              to         4
## 10861     2           earth            will         2
## 10862     2           earth             you         2
## 10863     2            east            flag         2
## 10864     2            east          french         2
## 10865     2            east           hebdo         2
## 10866     2            east              in         2
## 10867     2            east           march         2
## 10868     2            east           middl         2
## 10869     2            east         protest         2
## 10870     2            east           video         2
## 10871     2            edit          famili         2
## 10872     2            edit            feel         2
## 10873     2            edit           hebdo         2
## 10874     2            edit             how         2
## 10875     2            edit          leader         4
## 10876     2            edit            mani         2
## 10877     2            edit              my         2
## 10878     2            edit              nd         2
## 10879     2            edit              of         2
## 10880     2            edit     oscarworthi         4
## 10881     2            edit           other         2
## 10882     2            edit            pari         4
## 10883     2            edit         perform         4
## 10884     2            edit          profit         2
## 10885     2            edit            read         2
## 10886     2            edit          should         2
## 10887     2            edit              so         2
## 10888     2            edit            that         2
## 10889     2            edit             the         4
## 10890     2            edit            this         2
## 10891     2            edit              to         2
## 10892     2            edit          victim         2
## 10893     2            edit            word         2
## 10894     2            edit           world         2
## 10895     2          effect       extremist         2
## 10896     2          effect           hebdo         2
## 10897     2          effect               i         4
## 10898     2          effect            iran         2
## 10899     2          effect               s         4
## 10900     2          effect             via         2
## 10901     2           emerg           franc         2
## 10902     2           emerg             has         2
## 10903     2           emerg           hebdo         2
## 10904     2           emerg              in         2
## 10905     2           emerg              of         2
## 10906     2           emerg          recent         2
## 10907     2           emerg         suspect         2
## 10908     2           emerg           tangl         2
## 10909     2           emerg          terror         2
## 10910     2           emerg             the         2
## 10911     2           emerg             web         2
## 10912     2           empti           guard         4
## 10913     2           empti           hebdo         4
## 10914     2           empti              in         4
## 10915     2           empti            lead         4
## 10916     2           empti          leader         4
## 10917     2           empti         marcher         4
## 10918     2           empti              on         4
## 10919     2           empti              op         4
## 10920     2           empti            pari         4
## 10921     2           empti           photo         4
## 10922     2           empti            seem         2
## 10923     2           empti          street         4
## 10924     2           empti           world         4
## 10925     2           enemi           jesus         2
## 10926     2           enemi            love         2
## 10927     2           enemi             say         2
## 10928     2           enemi            your         2
## 10929     2         english              he         2
## 10930     2         english              ht         2
## 10931     2         english              is         2
## 10932     2         english             man         2
## 10933     2         english             met         2
## 10934     2         english        muhammad         4
## 10935     2         english            pari         2
## 10936     2         english            pbuh         2
## 10937     2         english            read         2
## 10938     2         english            said         2
## 10939     2         english           stori         2
## 10940     2         english            taxi         2
## 10941     2         english            this         2
## 10942     2         english            what         2
## 10943     2         english             who         4
## 10944     2          enough            have         2
## 10945     2          enough           hebdo         4
## 10946     2          enough           human         2
## 10947     2          enough               i         2
## 10948     2          enough            mani         2
## 10949     2          enough          muslim         4
## 10950     2          enough              no         2
## 10951     2          enough             not         2
## 10952     2          enough          offend         4
## 10953     2          enough             pay         2
## 10954     2          enough          terror         2
## 10955     2          enough           there         2
## 10956     2          enough            they         2
## 10957     2          enough            time         2
## 10958     2          enough              to         4
## 10959     2          enough             too         2
## 10960     2          enough             you         2
## 10961     2             etc           hebdo         2
## 10962     2             etc               i         2
## 10963     2             etc              ji         2
## 10964     2             etc            juif         2
## 10965     2             etc              lo         2
## 10966     2             etc             mqm         2
## 10967     2             etc           other         2
## 10968     2             etc           pleas         2
## 10969     2             etc            pmln         2
## 10970     2             etc         protest         2
## 10971     2             etc             pti         2
## 10972     2             etc         support         2
## 10973     2             etc            work         2
## 10974     2            even             for         2
## 10975     2            even            have         2
## 10976     2            even           hebdo         2
## 10977     2            even              it         2
## 10978     2            even              je         2
## 10979     2            even            mayb         2
## 10980     2            even            more         2
## 10981     2            even            nobl         2
## 10982     2            even              of         2
## 10983     2            even         prophet         2
## 10984     2            even            read         2
## 10985     2            even            sign         2
## 10986     2            even            that         2
## 10987     2            even             the         4
## 10988     2            even              to         2
## 10989     2            even           would         2
## 10990     2           event           franc         2
## 10991     2           event            from         2
## 10992     2           event            have         2
## 10993     2           event              in         2
## 10994     2           event              is         2
## 10995     2           event              it         2
## 10996     2           event           learn         2
## 10997     2           event            need         2
## 10998     2           event          recent         2
## 10999     2           event           shown         2
## 11000     2           event         solidar         2
## 11001     2           event             the         4
## 11002     2           event              to         2
## 11003     2           event         tragedi         2
## 11004     2           event              we         2
## 11005     2            ever         hashtag         2
## 11006     2            ever            hour         2
## 11007     2            ever              in         4
## 11008     2            ever              je         2
## 11009     2            ever         million         2
## 11010     2            ever            most         2
## 11011     2            ever              of         2
## 11012     2            ever             one         2
## 11013     2            ever         popular         2
## 11014     2            ever             sui         2
## 11015     2            ever             the         2
## 11016     2            ever           tweet         2
## 11017     2            ever             was         2
## 11018     2        everyday           heart         2
## 11019     2        everyday              in         2
## 11020     2        everyday         increas         2
## 11021     2        everyday            love         2
## 11022     2        everyday        muhammad         2
## 11023     2        everyday              of         2
## 11024     2        everyday             our         2
## 11025     2        everyday         prophat         2
## 11026     2        everyday         prophet         2
## 11027     2        everyday            stay         2
## 11028     2        everyday             the         4
## 11029     2        everyday          whatev         2
## 11030     2        everyday             you         2
## 11031     2       everywher        hypocrit         4
## 11032     2          evryth         freedom         2
## 11033     2          evryth       hypocrisi         2
## 11034     2          evryth          israel         4
## 11035     2          evryth             jim         2
## 11036     2          evryth              of         2
## 11037     2          evryth          resign         2
## 11038     2          evryth          speech         2
## 11039     2          evryth           tweet         2
## 11040     2          evryth         western         2
## 11041     2         exercis              it         2
## 11042     2         exercis            love         2
## 11043     2         exercis            none         2
## 11044     2         exercis              of         2
## 11045     2         exercis             pen         2
## 11046     2         exercis          psycho         2
## 11047     2         exercis          should         2
## 11048     2         exercis            some         4
## 11049     2         exercis            them         2
## 11050     2         exercis         through         4
## 11051     2         exercis              to         2
## 11052     2           expos       hypocrisi         2
## 11053     2           expos              of         2
## 11054     2           expos             the         4
## 11055     2           expos           world         2
## 11056     2         express           faith         2
## 11057     2         express         freedom         6
## 11058     2         express           hebdo         4
## 11059     2         express          insult         2
## 11060     2         express               n         2
## 11061     2         express             not         2
## 11062     2         express              of         8
## 11063     2         express              on         2
## 11064     2         express            pope         2
## 11065     2         express          religi         2
## 11066     2         express        religion         2
## 11067     2         express         respect         2
## 11068     2         express          should         2
## 11069     2         express            when         2
## 11070     2         express            with         2
## 11071     2       extremist              he         2
## 11072     2       extremist           hebdo         4
## 11073     2       extremist               i         4
## 11074     2       extremist            iran         2
## 11075     2       extremist              je         2
## 11076     2       extremist              op         2
## 11077     2       extremist          report         2
## 11078     2       extremist               s         4
## 11079     2       extremist             sui         2
## 11080     2       extremist              to         4
## 11081     2       extremist             via         2
## 11082     2       extremist            want         2
## 11083     2            fail              is         2
## 11084     2            fail              je         2
## 11085     2            fail          normal         2
## 11086     2            fail            pope         2
## 11087     2            fail           react         2
## 11088     2            fail             say         2
## 11089     2            fail          speech         2
## 11090     2            fail             sui         2
## 11091     2            fail              to         2
## 11092     2            fail         violenc         2
## 11093     2            fail            with         2
## 11094     2           faith         freedom         6
## 11095     2           faith           hebdo         2
## 11096     2           faith             his         2
## 11097     2           faith               i         6
## 11098     2           faith          insult         2
## 11099     2           faith              is         2
## 11100     2           faith              it         2
## 11101     2           faith          mental         2
## 11102     2           faith         messeng         2
## 11103     2           faith          muslim         2
## 11104     2           faith              my         2
## 11105     2           faith               n         2
## 11106     2           faith             not         4
## 11107     2           faith              of         8
## 11108     2           faith              or         2
## 11109     2           faith          racism         2
## 11110     2           faith          religi         2
## 11111     2           faith         respect         2
## 11112     2           faith         ridicul         2
## 11113     2           faith           right         2
## 11114     2           faith          should         2
## 11115     2           faith              so         2
## 11116     2           faith          speech         2
## 11117     2           faith          terror         2
## 11118     2           faith             the         2
## 11119     2           faith              to         2
## 11120     2           faith            with         2
## 11121     2          famili            feel         2
## 11122     2          famili           franc         2
## 11123     2          famili          french         2
## 11124     2          famili               g         2
## 11125     2          famili             gun         2
## 11126     2          famili           heart         2
## 11127     2          famili           hebdo         4
## 11128     2          famili             how         2
## 11129     2          famili              je         2
## 11130     2          famili            love         2
## 11131     2          famili            mani         2
## 11132     2          famili              my         2
## 11133     2          famili               n         4
## 11134     2          famili            need         2
## 11135     2          famili              no         2
## 11136     2          famili              of         2
## 11137     2          famili             one         2
## 11138     2          famili           other         2
## 11139     2          famili             our         2
## 11140     2          famili            pari         2
## 11141     2          famili          profit         2
## 11142     2          famili               r         4
## 11143     2          famili            rose         2
## 11144     2          famili          should         2
## 11145     2          famili           sleep         2
## 11146     2          famili              so         2
## 11147     2          famili             sui         2
## 11148     2          famili            that         2
## 11149     2          famili             the         4
## 11150     2          famili           their         2
## 11151     2          famili            this         2
## 11152     2          famili         thought         2
## 11153     2          famili              to         2
## 11154     2          famili         tonight         2
## 11155     2          famili          victim         2
## 11156     2          famili               w         2
## 11157     2          famili             war         2
## 11158     2          famili              we         2
## 11159     2          famili            with         2
## 11160     2             far           hebdo         2
## 11161     2             far           moham         2
## 11162     2             far             too         2
## 11163     2             far            went         2
## 11164     2          father               i         4
## 11165     2          father   ilovemuhammad         2
## 11166     2          father            love         4
## 11167     2          father            more         2
## 11168     2          father          mother         2
## 11169     2          father        muhammad         2
## 11170     2          father              my         4
## 11171     2          father         prophet         2
## 11172     2          father            than         2
## 11173     2           fatwa           franc         2
## 11174     2           fatwa           hebdo         2
## 11175     2           fatwa            iran         2
## 11176     2           fatwa       norouhani         2
## 11177     2           fatwa              of         2
## 11178     2           fatwa          remind         2
## 11179     2           fatwa          rushdi         2
## 11180     2           fatwa          salman         2
## 11181     2           fatwa              us         2
## 11182     2            feel           hebdo         2
## 11183     2            feel             how         2
## 11184     2            feel            mani         2
## 11185     2            feel              of         2
## 11186     2            feel           other         2
## 11187     2            feel          profit         2
## 11188     2            feel          should         2
## 11189     2            feel              so         2
## 11190     2            feel            that         2
## 11191     2            feel             the         4
## 11192     2            feel            this         2
## 11193     2            feel              to         2
## 11194     2            feel          victim         2
## 11195     2        feminist           hebdo         2
## 11196     2        feminist              je         2
## 11197     2        feminist          leader         2
## 11198     2        feminist            male         2
## 11199     2        feminist           march         4
## 11200     2        feminist         newspap         2
## 11201     2        feminist              of         2
## 11202     2        feminist             out         2
## 11203     2        feminist            pari         4
## 11204     2        feminist       photoshop         2
## 11205     2        feminist             sui         2
## 11206     2        feminist           world         2
## 11207     2           fight              je         2
## 11208     2           fight             sui         2
## 11209     2          finger             for         4
## 11210     2          finger           hebdo         2
## 11211     2          finger             his         8
## 11212     2          finger             one         8
## 11213     2          finger            they         4
## 11214     2            fire             gas         2
## 11215     2            fire           hebdo         2
## 11216     2            fire              in         2
## 11217     2            fire          niamey         2
## 11218     2            fire           niger         2
## 11219     2            fire         protest         2
## 11220     2            fire            tear         2
## 11221     2        firebomb            head         2
## 11222     2        firebomb            http         2
## 11223     2        firebomb         increas         2
## 11224     2        firebomb            into         2
## 11225     2        firebomb           mosqu         2
## 11226     2        firebomb            pari         2
## 11227     2        firebomb             pig         2
## 11228     2        firebomb          thrown         2
## 11229     2           first           hebdo         2
## 11230     2           first             how         2
## 11231     2           first            issu         2
## 11232     2           first              it         2
## 11233     2           first              of         2
## 11234     2           first          select         2
## 11235     2           first             the         2
## 11236     2            flag          french         4
## 11237     2            flag           hebdo         4
## 11238     2            flag              in         2
## 11239     2            flag           march         2
## 11240     2            flag           middl         2
## 11241     2            flag           mount         2
## 11242     2            flag              on         2
## 11243     2            flag            over         2
## 11244     2            flag     palestinian         2
## 11245     2            flag         protest         2
## 11246     2            flag           templ         2
## 11247     2            flag             the         4
## 11248     2            flag           video         2
## 11249     2            flag           watch         2
## 11250     2             for          french         2
## 11251     2             for          friend         2
## 11252     2             for           funer         2
## 11253     2             for             had         2
## 11254     2             for            have         2
## 11255     2             for           hebdo        16
## 11256     2             for            held         2
## 11257     2             for            hero         2
## 11258     2             for             his        12
## 11259     2             for           hyper         2
## 11260     2             for               i         6
## 11261     2             for            idea         2
## 11262     2             for         illustr         2
## 11263     2             for              in         6
## 11264     2             for       interview         2
## 11265     2             for              it         6
## 11266     2             for             ive         2
## 11267     2             for               j         2
## 11268     2             for              je         6
## 11269     2             for            kill         2
## 11270     2             for         lassana         2
## 11271     2             for          longer         2
## 11272     2             for         magazin         2
## 11273     2             for             man         2
## 11274     2             for            mayb         2
## 11275     2             for            more         2
## 11276     2             for          muslim         4
## 11277     2             for              my         4
## 11278     2             for               n         2
## 11279     2             for            need         2
## 11280     2             for            next         2
## 11281     2             for              no         6
## 11282     2             for            nobl         2
## 11283     2             for             not         6
## 11284     2             for              of         4
## 11285     2             for           often         2
## 11286     2             for             one         8
## 11287     2             for               p         2
## 11288     2             for            pari         4
## 11289     2             for            peac         2
## 11290     2             for         prophet         2
## 11291     2             for            read         2
## 11292     2             for          sharia         2
## 11293     2             for            sign         2
## 11294     2             for        singapor         2
## 11295     2             for         sometim         4
## 11296     2             for           still         2
## 11297     2             for           store         2
## 11298     2             for           stump         2
## 11299     2             for             sui         4
## 11300     2             for               t         2
## 11301     2             for            tcot         2
## 11302     2             for        teaparti         2
## 11303     2             for            that         2
## 11304     2             for             the         6
## 11305     2             for            they         6
## 11306     2             for           think         4
## 11307     2             for              to         8
## 11308     2             for         tuesday         2
## 11309     2             for          victim         2
## 11310     2             for             was         2
## 11311     2             for            what         2
## 11312     2             for             whi         2
## 11313     2             for             who         2
## 11314     2             for            will         2
## 11315     2             for           would         2
## 11316     2             for            year         2
## 11317     2             for             you         2
## 11318     2             for            your         2
## 11319     2          forget             not         2
## 11320     2          forget              we         2
## 11321     2          forget            will         2
## 11322     2          forgiv             god         2
## 11323     2          forgiv              of         2
## 11324     2           franc            from         2
## 11325     2           franc               g         2
## 11326     2           franc             gun         2
## 11327     2           franc             has         2
## 11328     2           franc            have         2
## 11329     2           franc           heart         2
## 11330     2           franc           hebdo         6
## 11331     2           franc              in         4
## 11332     2           franc            iran         2
## 11333     2           franc              is         4
## 11334     2           franc              it         2
## 11335     2           franc              je         4
## 11336     2           franc           learn         2
## 11337     2           franc               n         4
## 11338     2           franc              ne         2
## 11339     2           franc            need         4
## 11340     2           franc         nigeria         2
## 11341     2           franc              no         2
## 11342     2           franc       norouhani         2
## 11343     2           franc             not         2
## 11344     2           franc              of         4
## 11345     2           franc              op         6
## 11346     2           franc             our         2
## 11347     2           franc            pari         2
## 11348     2           franc             pas         2
## 11349     2           franc           pleas         2
## 11350     2           franc               r         4
## 11351     2           franc          recent         4
## 11352     2           franc          remind         2
## 11353     2           franc            rose         2
## 11354     2           franc          rushdi         2
## 11355     2           franc          salman         2
## 11356     2           franc           shown         2
## 11357     2           franc         solidar         2
## 11358     2           franc             sui         4
## 11359     2           franc         suspect         2
## 11360     2           franc           tangl         2
## 11361     2           franc          terror         2
## 11362     2           franc             the         6
## 11363     2           franc              to         2
## 11364     2           franc         tragedi         2
## 11365     2           franc              us         2
## 11366     2           franc               w         2
## 11367     2           franc             war         2
## 11368     2           franc              we         4
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## 11407     2         freedom               n         4
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## 11411     2         freedom              of        26
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## 11413     2         freedom              on         4
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## 11428     2         freedom          speech         8
## 11429     2         freedom        standard         2
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## 11433     2         freedom            that         4
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## 11439     2         freedom            when         2
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## 11442     2         freedom            your         2
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## 11445     2 freedomofspeech           islam         2
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## 11449     2 freedomofspeech           video         2
## 11450     2 freedomofspeech           watch         2
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## 11462     2          french         lassana         2
## 11463     2          french             lol         2
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## 11465     2          french          malian         4
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## 11494     2          french              ur         2
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## 11498     2          french          websit         2
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## 11583     2               g      photograph         2
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## 11655     2             god           those         2
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## 11732     2            hack          websit         2
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## 11736     2      hacktivist            take         2
## 11737     2      hacktivist          websit         2
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## 11822     2         hashtag             sui         2
## 11823     2         hashtag             the         2
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## 11949     2           heart            rose         2
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## 11991     2           hebdo   ilovemuhammad         2
## 11992     2           hebdo            imag         2
## 11993     2           hebdo              in        40
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## 12012     2           hebdo            kill        10
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## 12021     2           hebdo           littl         2
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## 12023     2           hebdo            love         4
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## 12025     2           hebdo            make         4
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## 12027     2           hebdo             man         2
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## 12029     2           hebdo           march         8
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## 12032     2           hebdo          massiv         2
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## 12037     2           hebdo            more        14
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## 12040     2           hebdo           mount         2
## 12041     2           hebdo             mqm         2
## 12042     2           hebdo        muhammad         6
## 12043     2           hebdo          muslim        20
## 12044     2           hebdo              my        10
## 12045     2           hebdo               n        10
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## 12048     2           hebdo            need         2
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## 12050     2           hebdo            next         2
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## 12052     2           hebdo           niger        10
## 12053     2           hebdo         nigeria         2
## 12054     2           hebdo        nightmar         2
## 12055     2           hebdo              no         6
## 12056     2           hebdo            noam         2
## 12057     2           hebdo            nobl         2
## 12058     2           hebdo       nonmuslim         2
## 12059     2           hebdo       norouhani         4
## 12060     2           hebdo             not        14
## 12061     2           hebdo             now         2
## 12062     2           hebdo           obama         2
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## 12064     2           hebdo          offend         4
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## 12068     2           hebdo             one        10
## 12069     2           hebdo              op        10
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## 12071     2           hebdo             our         6
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## 12073     2           hebdo            over         6
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## 12084     2           hebdo           peopl         4
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## 12089     2           hebdo             pig         2
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## 12119     2           hebdo         respons         2
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## 12121     2           hebdo           right         2
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## 12123     2           hebdo          rushdi         2
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## 12131     2           hebdo       senseless         2
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## 12144     2           hebdo         sometim         4
## 12145     2           hebdo          speech         2
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## 12181     2           hebdo         tuesday         2
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## 12194     2           hebdo           video         6
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## 12196     2           hebdo         violent         2
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## 12201     2           hebdo           watch         4
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## 12265     2            hero           often         2
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## 12273     2            hero           think         2
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## 12283     2             hes        muhammad         4
## 12284     2             hes          muslim         4
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## 12286     2             hes         prophet         4
## 12287     2             hes             who         8
## 12288     2             hes          wonder         8
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## 12292     2             hid          muslim         2
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## 12309     2             his             man         2
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## 12313     2             his              of         2
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## 12324     2             his            will         2
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## 12327     2             hit         prophet         2
## 12328     2             hit         protest         2
## 12329     2             hit           video         2
## 12330     2             hit              we         2
## 12331     2            hold            http         2
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## 12333     2            hold            issu         2
## 12334     2            hold          latest         2
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## 12343     2         holland            kill         2
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## 12345     2         holland            look         2
## 12346     2         holland            made         2
## 12347     2         holland         magazin         2
## 12348     2         holland          pictur         2
## 12349     2         holland          reborn         2
## 12350     2         holland             say         2
## 12351     2         holland            that         2
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## 12353     2         holland              to         2
## 12354     2         holland            week         2
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## 12356     2       holocaust             the         2
## 12357     2       holocaust           trial         2
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## 12364     2           honor          terror         2
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## 12367     2           honor            week         2
## 12368     2            hour              in         4
## 12369     2            hour              je         2
## 12370     2            hour         million         2
## 12371     2            hour            most         2
## 12372     2            hour              of         2
## 12373     2            hour             one         2
## 12374     2            hour         popular         2
## 12375     2            hour             sui         2
## 12376     2            hour             the         2
## 12377     2            hour           tweet         2
## 12378     2            hour             was         2
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## 12388     2             how           media         2
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## 12390     2             how               n         4
## 12391     2             how              of         8
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## 12394     2             how           other         2
## 12395     2             how             out         2
## 12396     2             how            over         2
## 12397     2             how        palestin         2
## 12398     2             how           press         2
## 12399     2             how          profit         2
## 12400     2             how          racist         2
## 12401     2             how          resign         2
## 12402     2             how         respond         2
## 12403     2             how       rotterdam         2
## 12404     2             how          select         2
## 12405     2             how          should         2
## 12406     2             how              so         2
## 12407     2             how             sui         2
## 12408     2             how          terror         2
## 12409     2             how            that         4
## 12410     2             how             the        14
## 12411     2             how           theft         2
## 12412     2             how            this         2
## 12413     2             how              to         8
## 12414     2             how           tweet         2
## 12415     2             how         twitter         2
## 12416     2             how          victim         2
## 12417     2             how         western         2
## 12418     2             how            whom         2
## 12419     2             how            wipe         2
## 12420     2             how            with         2
## 12421     2             how            year         4
## 12422     2             how             you         2
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## 12424     2              ht              if         2
## 12425     2              ht            imag         2
## 12426     2              ht              is         4
## 12427     2              ht           islam         2
## 12428     2              ht            make         2
## 12429     2              ht             man         2
## 12430     2              ht             met         2
## 12431     2              ht            more         4
## 12432     2              ht        muhammad         4
## 12433     2              ht          muslim         2
## 12434     2              ht              of         2
## 12435     2              ht          offens         2
## 12436     2              ht             one         2
## 12437     2              ht            pari         2
## 12438     2              ht            pbuh         2
## 12439     2              ht            read         2
## 12440     2              ht            said         2
## 12441     2              ht           stori         2
## 12442     2              ht            taxi         2
## 12443     2              ht           these         2
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## 12446     2              ht             two         2
## 12447     2              ht            what         2
## 12448     2              ht           which         4
## 12449     2              ht             who         4
## 12450     2              ht             you         2
## 12451     2              ht            your         2
## 12452     2             htt              it         2
## 12453     2             htt            like         2
## 12454     2             htt            more         2
## 12455     2             htt            seem         2
## 12456     2             htt            than         2
## 12457     2             htt            that         2
## 12458     2             htt              to         2
## 12459     2             htt              us         2
## 12460     2             htt         violenc         2
## 12461     2             htt              we         2
## 12462     2             htt             whi         2
## 12463     2            http              in         2
## 12464     2            http          includ         2
## 12465     2            http         increas         2
## 12466     2            http          inform         2
## 12467     2            http            into         2
## 12468     2            http            iran         2
## 12469     2            http         iranian         2
## 12470     2            http        irantalk         2
## 12471     2            http            iraq         2
## 12472     2            http            issu         2
## 12473     2            http          latest         2
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## 12475     2            http           mayor         2
## 12476     2            http            more         2
## 12477     2            http           mosqu         4
## 12478     2            http               n         2
## 12479     2            http              of         6
## 12480     2            http            pari         2
## 12481     2            http     parisattack         2
## 12482     2            http             pig         4
## 12483     2            http           point         2
## 12484     2            http         prevent         2
## 12485     2            http         protest         2
## 12486     2            http            race         2
## 12487     2            http           ralli         2
## 12488     2            http         respond         2
## 12489     2            http       rotterdam         2
## 12490     2            http          select         2
## 12491     2            http            sinc         2
## 12492     2            http       statedept         2
## 12493     2            http         support         2
## 12494     2            http            than         2
## 12495     2            http             the         8
## 12496     2            http          thrown         2
## 12497     2            http              to         6
## 12498     2            http        twodozen         2
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## 12500     2            http              uk         2
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## 12502     2            http          urgent         2
## 12503     2            http             via         2
## 12504     2            http               w         2
## 12505     2            http            were         2
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## 12510     2           human            time         2
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## 12512     2           human             you         2
## 12513     2           hyper         lassana         2
## 12514     2           hyper            last         2
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## 12865     2         increas             the         4
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## 13090     2           islam          should         2
## 13091     2           islam          street         2
## 13092     2           islam            term         2
## 13093     2           islam          terror         2
## 13094     2           islam             the        10
## 13095     2           islam           these         2
## 13096     2           islam           think         2
## 13097     2           islam            this         2
## 13098     2           islam              to         6
## 13099     2           islam             two         2
## 13100     2           islam             use         2
## 13101     2           islam           video         2
## 13102     2           islam           watch         2
## 13103     2           islam           which         4
## 13104     2           islam             you         4
## 13105     2           islam            your         2
## 13106     2            isra           stand         2
## 13107     2            isra            them         2
## 13108     2            isra             whi         2
## 13109     2            isra            with         2
## 13110     2          israel              je         4
## 13111     2          israel             jim         4
## 13112     2          israel             kid         2
## 13113     2          israel              ne         2
## 13114     2          israel             not         2
## 13115     2          israel              of         6
## 13116     2          israel              on         2
## 13117     2          israel     palestinian         2
## 13118     2          israel             pas         2
## 13119     2          israel           pleas         2
## 13120     2          israel             ppl         2
## 13121     2          israel          resign         4
## 13122     2          israel          speech         6
## 13123     2          israel             sui         4
## 13124     2          israel           tweet         4
## 13125     2          israel              up         2
## 13126     2          israel            were         2
## 13127     2          israel         western         4
## 13128     2          israel            when         2
## 13129     2          israel           where         2
## 13130     2          israel            with         2
## 13131     2          israel             you         2
## 13132     2          israel            your         2
## 13133     2            issu              it         2
## 13134     2            issu          latest         2
## 13135     2            issu           littl         2
## 13136     2            issu         magazin         2
## 13137     2            issu            make         2
## 13138     2            issu           moham         2
## 13139     2            issu              of         8
## 13140     2            issu         prevent         2
## 13141     2            issu         prophet         2
## 13142     2            issu         protest         2
## 13143     2            issu           ralli         2
## 13144     2            issu          select         2
## 13145     2            issu            show         2
## 13146     2            issu           still         2
## 13147     2            issu         success         2
## 13148     2            issu         support         2
## 13149     2            issu            that         2
## 13150     2            issu             the         6
## 13151     2            issu              to         2
## 13152     2            issu            were         2
## 13153     2            issu            with         2
## 13154     2              it              je         8
## 13155     2              it            land         2
## 13156     2              it           learn         2
## 13157     2              it            like         2
## 13158     2              it            love         2
## 13159     2              it         magazin         2
## 13160     2              it            mayb         2
## 13161     2              it          mental         2
## 13162     2              it         messeng         2
## 13163     2              it            more         4
## 13164     2              it          murder         2
## 13165     2              it          muslim         2
## 13166     2              it              my         2
## 13167     2              it            need         2
## 13168     2              it            nobl         2
## 13169     2              it            none         2
## 13170     2              it             not         6
## 13171     2              it              of        10
## 13172     2              it              or         2
## 13173     2              it        palestin         2
## 13174     2              it            pari         2
## 13175     2              it             pen         2
## 13176     2              it          person         2
## 13177     2              it          pictur         2
## 13178     2              it          presid         2
## 13179     2              it         prophet         2
## 13180     2              it          psycho         2
## 13181     2              it          racism         2
## 13182     2              it           ralli         2
## 13183     2              it            read         2
## 13184     2              it          recent         2
## 13185     2              it             say         2
## 13186     2              it            seem         2
## 13187     2              it          select         2
## 13188     2              it           seneg         2
## 13189     2              it          should         2
## 13190     2              it           shown         2
## 13191     2              it            sign         2
## 13192     2              it        singapor         2
## 13193     2              it         solidar         2
## 13194     2              it            some         4
## 13195     2              it         sometim         4
## 13196     2              it          speech         2
## 13197     2              it             sui         6
## 13198     2              it          terror         2
## 13199     2              it            than         4
## 13200     2              it            that         4
## 13201     2              it             the        12
## 13202     2              it           theft         2
## 13203     2              it            them         2
## 13204     2              it            this         2
## 13205     2              it           three         2
## 13206     2              it         through         4
## 13207     2              it            time         2
## 13208     2              it              to         8
## 13209     2              it         tragedi         2
## 13210     2              it              us         2
## 13211     2              it         violenc         2
## 13212     2              it              we         4
## 13213     2              it            what         2
## 13214     2              it             whi         4
## 13215     2              it            with         2
## 13216     2              it           would         2
## 13217     2              it          writer         2
## 13218     2              it            year         2
## 13219     2              it         zionist         2
## 13220     2             ive          longer         2
## 13221     2             ive              no         2
## 13222     2             ive           often         2
## 13223     2             ive         sometim         2
## 13224     2             ive           stump         2
## 13225     2             ive           think         2
## 13226     2             ive              to         2
## 13227     2             ive             was         2
## 13228     2             ive             who         2
## 13229     2             ive            year         2
## 13230     2             ive            your         2
## 13231     2               j              je         2
## 13232     2               j          muslim         2
## 13233     2               j               n         2
## 13234     2               j              no         2
## 13235     2               j               p         2
## 13236     2               j            pari         2
## 13237     2               j            peac         2
## 13238     2               j          sharia         2
## 13239     2               j           still         2
## 13240     2               j             sui         2
## 13241     2               j               t         2
## 13242     2               j            tcot         2
## 13243     2               j        teaparti         2
## 13244     2               j           think         2
## 13245     2              je             kid         2
## 13246     2              je          leader         2
## 13247     2              je            male         2
## 13248     2              je           march         4
## 13249     2              je            mayb         2
## 13250     2              je         million         2
## 13251     2              je            more         2
## 13252     2              je            most         2
## 13253     2              je          muslim         2
## 13254     2              je              my         2
## 13255     2              je               n         6
## 13256     2              je              ne         4
## 13257     2              je            need         2
## 13258     2              je         newspap         2
## 13259     2              je         nigeria         2
## 13260     2              je              no         4
## 13261     2              je            nobl         2
## 13262     2              je          normal         2
## 13263     2              je             not         6
## 13264     2              je              of         8
## 13265     2              je              on         2
## 13266     2              je             one         2
## 13267     2              je              op         2
## 13268     2              je             our         2
## 13269     2              je             out         2
## 13270     2              je               p         2
## 13271     2              je     palestinian         2
## 13272     2              je            pari        10
## 13273     2              je             pas         4
## 13274     2              je            peac         2
## 13275     2              je          person         2
## 13276     2              je       photoshop         2
## 13277     2              je           pleas         4
## 13278     2              je            pope         2
## 13279     2              je         popular         2
## 13280     2              je             ppl         2
## 13281     2              je          presid         2
## 13282     2              je         prophet         2
## 13283     2              je               r         4
## 13284     2              je           ralli         2
## 13285     2              je           react         2
## 13286     2              je            read         2
## 13287     2              je          report         2
## 13288     2              je         retweet         2
## 13289     2              je            rose         2
## 13290     2              je             say         2
## 13291     2              je           seneg         2
## 13292     2              je          sharia         2
## 13293     2              je            sign         2
## 13294     2              je          speech         4
## 13295     2              je           still         2
## 13296     2              je             sui        32
## 13297     2              je               t         2
## 13298     2              je            tcot         2
## 13299     2              je        teaparti         2
## 13300     2              je          terror         2
## 13301     2              je            that         4
## 13302     2              je             the         6
## 13303     2              je           think         2
## 13304     2              je            this         2
## 13305     2              je           three         2
## 13306     2              je            time         2
## 13307     2              je              to         8
## 13308     2              je           tweet         2
## 13309     2              je              up         2
## 13310     2              je         violenc         2
## 13311     2              je               w         2
## 13312     2              je            want         2
## 13313     2              je             war         2
## 13314     2              je             was         2
## 13315     2              je              we         2
## 13316     2              je            were         2
## 13317     2              je            when         2
## 13318     2              je           where         2
## 13319     2              je             whi         2
## 13320     2              je            with         4
## 13321     2              je           world         2
## 13322     2              je           would         2
## 13323     2              je             you         4
## 13324     2              je            your         2
## 13325     2           jesus            love         2
## 13326     2           jesus        muhammad         2
## 13327     2           jesus          muslim         2
## 13328     2           jesus        nightmar         2
## 13329     2           jesus         prophet         2
## 13330     2           jesus             say         2
## 13331     2           jesus             who         4
## 13332     2           jesus          wonder         4
## 13333     2           jesus            your         6
## 13334     2          jewish          malian         4
## 13335     2          jewish          muslim         2
## 13336     2          jewish          nation         4
## 13337     2          jewish              on         4
## 13338     2          jewish            pari         4
## 13339     2          jewish           peopl         4
## 13340     2          jewish     supermarket         4
## 13341     2          jewish             who         4
## 13342     2              ji            juif         2
## 13343     2              ji              lo         2
## 13344     2              ji             mqm         2
## 13345     2              ji           other         2
## 13346     2              ji           pleas         2
## 13347     2              ji            pmln         2
## 13348     2              ji         protest         2
## 13349     2              ji             pti         2
## 13350     2              ji         support         2
## 13351     2              ji            work         2
## 13352     2          jihadi             set         2
## 13353     2          jihadi            take         2
## 13354     2          jihadi          websit         2
## 13355     2             jim               n         4
## 13356     2             jim              of         2
## 13357     2             jim              on         2
## 13358     2             jim             one         2
## 13359     2             jim             out         2
## 13360     2             jim            over         2
## 13361     2             jim          resign         4
## 13362     2             jim          speech         2
## 13363     2             jim           tweet         4
## 13364     2             jim         twitter         2
## 13365     2             jim         western         2
## 13366     2             jim            wipe         2
## 13367     2             jim            year         2
## 13368     2            juif              lo         2
## 13369     2            juif             mqm         2
## 13370     2            juif           other         2
## 13371     2            juif           pleas         2
## 13372     2            juif            pmln         2
## 13373     2            juif         protest         2
## 13374     2            juif             pti         2
## 13375     2            juif         support         2
## 13376     2            juif            work         2
## 13377     2               k               n         2
## 13378     2               k        pakistan         2
## 13379     2               k      photograph         2
## 13380     2               k         protest         2
## 13381     2               k               r         2
## 13382     2               k         serious         2
## 13383     2               k            shot         2
## 13384     2         karachi            near         2
## 13385     2         karachi            over         2
## 13386     2         karachi         protest         2
## 13387     2             kid              on         2
## 13388     2             kid     palestinian         2
## 13389     2             kid             ppl         2
## 13390     2             kid             sui         2
## 13391     2             kid              up         2
## 13392     2             kid            were         2
## 13393     2             kid            when         2
## 13394     2             kid           where         2
## 13395     2             kid             you         2
## 13396     2            kill           least         2
## 13397     2            kill         magazin         2
## 13398     2            kill             man         2
## 13399     2            kill            mani         2
## 13400     2            kill            more         2
## 13401     2            kill          muslim         8
## 13402     2            kill              my         4
## 13403     2            kill           niger         2
## 13404     2            kill             not         2
## 13405     2            kill              of         2
## 13406     2            kill           peopl         4
## 13407     2            kill         pretend         4
## 13408     2            kill         protest         2
## 13409     2            kill          reborn         2
## 13410     2            kill             say         2
## 13411     2            kill             the         2
## 13412     2            kill            they         2
## 13413     2            kill              to         4
## 13414     2            kill          victim         2
## 13415     2            kill         violent         2
## 13416     2            kill             was         8
## 13417     2            kill            week         2
## 13418     2            kill             who         4
## 13419     2            land          murder         2
## 13420     2            land              of         2
## 13421     2            land        palestin         2
## 13422     2            land             the         2
## 13423     2            land           theft         2
## 13424     2            land            with         2
## 13425     2            land            year         2
## 13426     2            land         zionist         2
## 13427     2         lassana            next         2
## 13428     2         lassana           store         2
## 13429     2         lassana         tuesday         2
## 13430     2         lassana            will         2
## 13431     2            last              of         4
## 13432     2            last            paid         2
## 13433     2            last         respect         2
## 13434     2            last       senseless         2
## 13435     2            last          terror         2
## 13436     2            last             the         2
## 13437     2            last          victim         2
## 13438     2            last            week         2
## 13439     2          latest            more         2
## 13440     2          latest        muhammad         2
## 13441     2          latest              of         2
## 13442     2          latest             our         2
## 13443     2          latest         prevent         2
## 13444     2          latest         protest         2
## 13445     2          latest           radic         2
## 13446     2          latest           ralli         2
## 13447     2          latest            read         2
## 13448     2          latest         respons         2
## 13449     2          latest           still         2
## 13450     2          latest         support         2
## 13451     2          latest             the         2
## 13452     2          latest              to         4
## 13453     2          latest           trend         2
## 13454     2          latest           video         2
## 13455     2          latest           watch         2
## 13456     2          latest            were         2
## 13457     2          latest             who         2
## 13458     2            lead          leader         4
## 13459     2            lead         marcher         4
## 13460     2            lead              on         4
## 13461     2            lead              op         4
## 13462     2            lead            pari         4
## 13463     2            lead           photo         4
## 13464     2            lead            seem         2
## 13465     2            lead          street         4
## 13466     2            lead           world         4
## 13467     2          leader            male         2
## 13468     2          leader           march         4
## 13469     2          leader         marcher         4
## 13470     2          leader              my         2
## 13471     2          leader              nd         2
## 13472     2          leader         newspap         2
## 13473     2          leader              of         2
## 13474     2          leader              on         4
## 13475     2          leader              op         4
## 13476     2          leader     oscarworthi         4
## 13477     2          leader             out         2
## 13478     2          leader            pari        12
## 13479     2          leader         perform         4
## 13480     2          leader           photo         4
## 13481     2          leader       photoshop         2
## 13482     2          leader            read         2
## 13483     2          leader            seem         2
## 13484     2          leader          street         4
## 13485     2          leader             sui         2
## 13486     2          leader            word         2
## 13487     2          leader           world         8
## 13488     2           learn            need         2
## 13489     2           learn          recent         2
## 13490     2           learn           shown         2
## 13491     2           learn         solidar         2
## 13492     2           learn             the         4
## 13493     2           learn              to         2
## 13494     2           learn         tragedi         2
## 13495     2           learn           watch         2
## 13496     2           learn              we         2
## 13497     2           least            mani         2
## 13498     2           least            more         2
## 13499     2           least           niger         4
## 13500     2           least         protest         4
## 13501     2           least           torch         2
## 13502     2           least           updat         2
## 13503     2           least         violent         2
## 13504     2            left             not         2
## 13505     2            left              of         2
## 13506     2            left              on         2
## 13507     2            left               s         2
## 13508     2            left            that         2
## 13509     2            left             the         2
## 13510     2            left          tortur         2
## 13511     2            left              us         2
## 13512     2            left             war         2
## 13513     2            left            what         2
## 13514     2             let             now         2
## 13515     2             let              of         2
## 13516     2             let              on         2
## 13517     2             let         serious         2
## 13518     2             let              so         2
## 13519     2             let          speech         2
## 13520     2             let        standard         2
## 13521     2             let            talk         2
## 13522     2             let         western         2
## 13523     2         liberti               n         2
## 13524     2         liberti     parisattack         2
## 13525     2         liberti       statedept         2
## 13526     2         liberti               u         2
## 13527     2         liberti              uk         2
## 13528     2         liberti          urgent         2
## 13529     2            life        muhammad         2
## 13530     2            life              of         2
## 13531     2            life         prophet         2
## 13532     2            life             the         2
## 13533     2            like            look         2
## 13534     2            like            made         2
## 13535     2            like            more         2
## 13536     2            like          pictur         2
## 13537     2            like            seem         2
## 13538     2            like            than         2
## 13539     2            like            that         4
## 13540     2            like              to         4
## 13541     2            like              us         2
## 13542     2            like         violenc         2
## 13543     2            like              we         2
## 13544     2            like             whi         2
## 13545     2           littl         magazin         2
## 13546     2           littl            make         2
## 13547     2           littl           moham         2
## 13548     2           littl              of         4
## 13549     2           littl         prophet         2
## 13550     2           littl            show         2
## 13551     2           littl           still         2
## 13552     2           littl         success         2
## 13553     2           littl            that         2
## 13554     2           littl             the         4
## 13555     2           littl            with         2
## 13556     2            live        muhammad         2
## 13557     2            live          muslim         2
## 13558     2            live              of         2
## 13559     2            live         prophet         2
## 13560     2              lo             mqm         2
## 13561     2              lo           other         2
## 13562     2              lo           pleas         2
## 13563     2              lo            pmln         2
## 13564     2              lo         protest         2
## 13565     2              lo             pti         2
## 13566     2              lo         support         2
## 13567     2              lo            work         2
## 13568     2             lol              so         2
## 13569     2             lol         teensya         2
## 13570     2             lol           uknow         2
## 13571     2             lol              ur         2
## 13572     2             lol            were         2
## 13573     2             lol      withbonjou         2
## 13574     2             lol             you         2
## 13575     2          longer              no         2
## 13576     2          longer           often         2
## 13577     2          longer         sometim         2
## 13578     2          longer           stump         2
## 13579     2          longer           think         2
## 13580     2          longer              to         2
## 13581     2          longer             was         2
## 13582     2          longer             who         2
## 13583     2          longer            year         2
## 13584     2          longer            your         2
## 13585     2            look            made         2
## 13586     2            look              me         2
## 13587     2            look             pic         2
## 13588     2            look          pictur         2
## 13589     2            look             plz         2
## 13590     2            look            that         2
## 13591     2            look            this         2
## 13592     2            look              to         6
## 13593     2            love          massiv         2
## 13594     2            love            more         4
## 13595     2            love          mother         4
## 13596     2            love        muhammad         6
## 13597     2            love              my        10
## 13598     2            love            none         2
## 13599     2            love              of         6
## 13600     2            love             one         2
## 13601     2            love             our         2
## 13602     2            love            peac         2
## 13603     2            love             pen         2
## 13604     2            love         prophat         2
## 13605     2            love         prophet         8
## 13606     2            love         protest         2
## 13607     2            love          psycho         2
## 13608     2            love        religion         2
## 13609     2            love             say         2
## 13610     2            love          should         2
## 13611     2            love           sleep         2
## 13612     2            love            some         4
## 13613     2            love            stay         2
## 13614     2            love            than         4
## 13615     2            love             the         6
## 13616     2            love           their         2
## 13617     2            love            them         2
## 13618     2            love         thought         2
## 13619     2            love         through         4
## 13620     2            love              to         2
## 13621     2            love         tonight         2
## 13622     2            love           video         2
## 13623     2            love              we         2
## 13624     2            love          whatev         2
## 13625     2            love            with         2
## 13626     2            love             you         2
## 13627     2            love            your         2
## 13628     2            made          pictur         2
## 13629     2            made            that         2
## 13630     2            made              to         2
## 13631     2         magazin            make         2
## 13632     2         magazin           moham         2
## 13633     2         magazin             not         2
## 13634     2         magazin              of         4
## 13635     2         magazin         prophet         2
## 13636     2         magazin          reborn         2
## 13637     2         magazin             say         2
## 13638     2         magazin            show         2
## 13639     2         magazin        singapor         2
## 13640     2         magazin         sometim         2
## 13641     2         magazin           still         2
## 13642     2         magazin         success         2
## 13643     2         magazin            that         2
## 13644     2         magazin             the         6
## 13645     2         magazin            week         2
## 13646     2         magazin            what         2
## 13647     2         magazin            with         2
## 13648     2            make           moham         2
## 13649     2            make            more         4
## 13650     2            make          muslim         2
## 13651     2            make             not         2
## 13652     2            make              of         6
## 13653     2            make          offens         2
## 13654     2            make             one         2
## 13655     2            make         prophet         2
## 13656     2            make            show         2
## 13657     2            make           still         2
## 13658     2            make         success         2
## 13659     2            make            that         2
## 13660     2            make             the         4
## 13661     2            make           these         2
## 13662     2            make              to         2
## 13663     2            make             two         2
## 13664     2            make             war         2
## 13665     2            make           which         4
## 13666     2            make            with         2
## 13667     2            make             you         2
## 13668     2            make            your         2
## 13669     2            male           march         4
## 13670     2            male         newspap         2
## 13671     2            male              of         2
## 13672     2            male             out         2
## 13673     2            male            pari         4
## 13674     2            male       photoshop         2
## 13675     2            male             sui         2
## 13676     2            male           world         2
## 13677     2          malian          muslim         2
## 13678     2          malian          nation         4
## 13679     2          malian              on         4
## 13680     2          malian            pari         4
## 13681     2          malian           peopl         4
## 13682     2          malian     supermarket         4
## 13683     2          malian             who         4
## 13684     2             man             met         2
## 13685     2             man        muhammad         4
## 13686     2             man             not         2
## 13687     2             man              of         2
## 13688     2             man            pari         2
## 13689     2             man            pbuh         2
## 13690     2             man            read         2
## 13691     2             man            said         2
## 13692     2             man           stori         2
## 13693     2             man            taxi         2
## 13694     2             man            they         2
## 13695     2             man            this         2
## 13696     2             man          victim         2
## 13697     2             man            what         2
## 13698     2             man             who         4
## 13699     2            mani            more         2
## 13700     2            mani          muslim         4
## 13701     2            mani           niger         2
## 13702     2            mani             not         2
## 13703     2            mani              of         2
## 13704     2            mani          offend         4
## 13705     2            mani           other         2
## 13706     2            mani          profit         2
## 13707     2            mani         protest         2
## 13708     2            mani          should         2
## 13709     2            mani              so         2
## 13710     2            mani          terror         2
## 13711     2            mani            that         2
## 13712     2            mani             the         4
## 13713     2            mani           there         2
## 13714     2            mani            this         2
## 13715     2            mani              to         2
## 13716     2            mani             too         2
## 13717     2            mani          victim         2
## 13718     2            mani         violent         2
## 13719     2           march           middl         2
## 13720     2           march         newspap         4
## 13721     2           march             not         2
## 13722     2           march              of         4
## 13723     2           march             out         4
## 13724     2           march            pari        12
## 13725     2           march       photoshop         4
## 13726     2           march          pictur         2
## 13727     2           march         protest         2
## 13728     2           march           shoot         2
## 13729     2           march             sui         4
## 13730     2           march        thousand         2
## 13731     2           march           video         2
## 13732     2           march            word         2
## 13733     2           march           world         4
## 13734     2           march           worth         2
## 13735     2         marcher              on         4
## 13736     2         marcher              op         4
## 13737     2         marcher            pari         4
## 13738     2         marcher           photo         4
## 13739     2         marcher            seem         2
## 13740     2         marcher          street         4
## 13741     2         marcher           world         4
## 13742     2         massacr            noam         2
## 13743     2         massacr           obama         2
## 13744     2         massacr          rejoic         2
## 13745     2         massacr              so         2
## 13746     2         massacr          terror         2
## 13747     2         massacr             was         2
## 13748     2          massiv         prophet         2
## 13749     2          massiv         protest         2
## 13750     2          massiv           video         2
## 13751     2          massiv              we         2
## 13752     2             may            must         2
## 13753     2             may             out         2
## 13754     2             may            pari         2
## 13755     2             may             say         2
## 13756     2             may         theresa         2
## 13757     2             may            this         2
## 13758     2             may              uk         2
## 13759     2             may           video         2
## 13760     2             may            wipe         2
## 13761     2            mayb            more         2
## 13762     2            mayb            nobl         2
## 13763     2            mayb              of         2
## 13764     2            mayb         prophet         2
## 13765     2            mayb            read         2
## 13766     2            mayb            sign         2
## 13767     2            mayb            that         2
## 13768     2            mayb             the         4
## 13769     2            mayb              to         2
## 13770     2            mayb           would         2
## 13771     2           mayor              of         2
## 13772     2           mayor         respond         2
## 13773     2           mayor       rotterdam         2
## 13774     2           mayor             the         4
## 13775     2           mayor              to         2
## 13776     2              me              to         2
## 13777     2            mean             not         2
## 13778     2            mean              of         2
## 13779     2            mean             ppl         4
## 13780     2            mean         respect         2
## 13781     2            mean               s         2
## 13782     2            mean            that         2
## 13783     2            mean             the         6
## 13784     2            mean               u         2
## 13785     2           media           press         2
## 13786     2           media          racist         2
## 13787     2           media             the         2
## 13788     2           media              to         4
## 13789     2           media         western         2
## 13790     2           media            whom         2
## 13791     2          mental         messeng         2
## 13792     2          mental          muslim         2
## 13793     2          mental             not         2
## 13794     2          mental              of         2
## 13795     2          mental              or         2
## 13796     2          mental          racism         2
## 13797     2          mental          speech         2
## 13798     2          mental          terror         2
## 13799     2           merci              my         4
## 13800     2           merci              on         4
## 13801     2           merci         prophet         4
## 13802     2           merci            said         4
## 13803     2           merci            show         8
## 13804     2           merci           those         4
## 13805     2           merci              to         8
## 13806     2           merci            will         4
## 13807     2           merci             you         4
## 13808     2         messeng          muslim         2
## 13809     2         messeng             not         2
## 13810     2         messeng              of         2
## 13811     2         messeng              or         2
## 13812     2         messeng          racism         2
## 13813     2         messeng          speech         2
## 13814     2         messeng          terror         2
## 13815     2             met        muhammad         4
## 13816     2             met            pari         2
## 13817     2             met            pbuh         2
## 13818     2             met            read         2
## 13819     2             met            said         2
## 13820     2             met           stori         2
## 13821     2             met            taxi         2
## 13822     2             met            this         2
## 13823     2             met            what         2
## 13824     2             met             who         4
## 13825     2           middl         protest         2
## 13826     2           middl           video         2
## 13827     2         million            most         2
## 13828     2         million              of         2
## 13829     2         million             one         2
## 13830     2         million         popular         2
## 13831     2         million             sui         2
## 13832     2         million             the         2
## 13833     2         million           tweet         2
## 13834     2         million             was         2
## 13835     2           moham              of         4
## 13836     2           moham         prophet         2
## 13837     2           moham            show         2
## 13838     2           moham           still         2
## 13839     2           moham         success         2
## 13840     2           moham            that         2
## 13841     2           moham             the         4
## 13842     2           moham             too         2
## 13843     2           moham            went         2
## 13844     2           moham            with         2
## 13845     2            more           mosqu         2
## 13846     2            more          mother         2
## 13847     2            more        muhammad         4
## 13848     2            more          muslim         4
## 13849     2            more              my         4
## 13850     2            more           niger         2
## 13851     2            more            nobl         2
## 13852     2            more              of         6
## 13853     2            more          offens         4
## 13854     2            more             one         4
## 13855     2            more             pig         2
## 13856     2            more         prophet         4
## 13857     2            more         protest         2
## 13858     2            more            read         4
## 13859     2            more         respons         2
## 13860     2            more            seem         2
## 13861     2            more            sign         2
## 13862     2            more            sinc         2
## 13863     2            more           still         2
## 13864     2            more            than         6
## 13865     2            more            that         4
## 13866     2            more             the         6
## 13867     2            more           these         4
## 13868     2            more              to        10
## 13869     2            more           trend         2
## 13870     2            more             two         4
## 13871     2            more        twodozen         2
## 13872     2            more              us         2
## 13873     2            more         violenc         2
## 13874     2            more         violent         2
## 13875     2            more               w         2
## 13876     2            more              we         2
## 13877     2            more             whi         2
## 13878     2            more           which         8
## 13879     2            more             who         2
## 13880     2            more           would         2
## 13881     2            more             you         4
## 13882     2            more            your         4
## 13883     2           mosqu            pari         2
## 13884     2           mosqu             pig         4
## 13885     2           mosqu            sinc         2
## 13886     2           mosqu            than         2
## 13887     2           mosqu          thrown         2
## 13888     2           mosqu        twodozen         2
## 13889     2           mosqu               w         2
## 13890     2            most              of         2
## 13891     2            most              on         4
## 13892     2            most             one         2
## 13893     2            most             our         2
## 13894     2            most         popular         2
## 13895     2            most         retweet         2
## 13896     2            most             sui         2
## 13897     2            most             the         2
## 13898     2            most           tweet         2
## 13899     2            most              up         2
## 13900     2            most             was         4
## 13901     2          mother        muhammad         2
## 13902     2          mother              my         4
## 13903     2          mother         prophet         2
## 13904     2          mother            than         2
## 13905     2           mount              on         2
## 13906     2           mount            over         2
## 13907     2           mount     palestinian         2
## 13908     2           mount           templ         2
## 13909     2           mount             the         4
## 13910     2           mount           watch         2
## 13911     2             mqm           other         2
## 13912     2             mqm           pleas         2
## 13913     2             mqm            pmln         2
## 13914     2             mqm         protest         2
## 13915     2             mqm             pti         2
## 13916     2             mqm         support         2
## 13917     2             mqm            work         2
## 13918     2        muhammad          muslim         4
## 13919     2        muhammad              my         4
## 13920     2        muhammad        nightmar         2
## 13921     2        muhammad       nonmuslim         2
## 13922     2        muhammad              of         6
## 13923     2        muhammad          offend         2
## 13924     2        muhammad             our         2
## 13925     2        muhammad            pari         4
## 13926     2        muhammad            pbuh        10
## 13927     2        muhammad            peac         2
## 13928     2        muhammad         prophat         2
## 13929     2        muhammad         prophet        18
## 13930     2        muhammad            read         6
## 13931     2        muhammad         respons         2
## 13932     2        muhammad            said         6
## 13933     2        muhammad            stay         2
## 13934     2        muhammad           still         2
## 13935     2        muhammad           stori         4
## 13936     2        muhammad            taxi         4
## 13937     2        muhammad            than         2
## 13938     2        muhammad             the        10
## 13939     2        muhammad            this         4
## 13940     2        muhammad              to         4
## 13941     2        muhammad           trend         2
## 13942     2        muhammad            upon         2
## 13943     2        muhammad            what         6
## 13944     2        muhammad          whatev         2
## 13945     2        muhammad             whi         2
## 13946     2        muhammad             who        20
## 13947     2        muhammad          wonder         4
## 13948     2        muhammad             you         2
## 13949     2        muhammad            your         4
## 13950     2          murder              of         2
## 13951     2          murder        palestin         2
## 13952     2          murder             the         2
## 13953     2          murder           theft         2
## 13954     2          murder            with         2
## 13955     2          murder            year         2
## 13956     2          murder         zionist         2
## 13957     2          muslim              my        12
## 13958     2          muslim               n         2
## 13959     2          muslim            name         2
## 13960     2          muslim          nation         2
## 13961     2          muslim            need         2
## 13962     2          muslim        nightmar         2
## 13963     2          muslim              no         4
## 13964     2          muslim             not         6
## 13965     2          muslim           obama         2
## 13966     2          muslim              of        10
## 13967     2          muslim          offend         8
## 13968     2          muslim          offens         2
## 13969     2          muslim              on         4
## 13970     2          muslim             one         2
## 13971     2          muslim              or         2
## 13972     2          muslim             out         2
## 13973     2          muslim               p         2
## 13974     2          muslim            pari         6
## 13975     2          muslim            peac         2
## 13976     2          muslim           peopl        10
## 13977     2          muslim          pictur         2
## 13978     2          muslim         pretend         8
## 13979     2          muslim         prophet         4
## 13980     2          muslim         protest         2
## 13981     2          muslim          racism         2
## 13982     2          muslim            real         2
## 13983     2          muslim          refuge         4
## 13984     2          muslim          sharia         2
## 13985     2          muslim          speech         2
## 13986     2          muslim           still         2
## 13987     2          muslim          street         2
## 13988     2          muslim             sui         2
## 13989     2          muslim     supermarket         2
## 13990     2          muslim          syrian         2
## 13991     2          muslim               t         2
## 13992     2          muslim            tcot         2
## 13993     2          muslim        teaparti         2
## 13994     2          muslim          terror         8
## 13995     2          muslim             the         8
## 13996     2          muslim           there         4
## 13997     2          muslim           these         2
## 13998     2          muslim           think         2
## 13999     2          muslim              to        14
## 14000     2          muslim             too         4
## 14001     2          muslim             two         2
## 14002     2          muslim             was        16
## 14003     2          muslim           which         4
## 14004     2          muslim             who        14
## 14005     2          muslim            will         2
## 14006     2          muslim          wonder         4
## 14007     2          muslim             you         4
## 14008     2          muslim            your         6
## 14009     2          muslim            zero         2
## 14010     2            must             not         2
## 14011     2            must             out         2
## 14012     2            must            pari         4
## 14013     2            must            said         2
## 14014     2            must             say         2
## 14015     2            must           stori         2
## 14016     2            must       terrorist         2
## 14017     2            must             the         2
## 14018     2            must         theresa         2
## 14019     2            must            this         2
## 14020     2            must              uk         2
## 14021     2            must           video         2
## 14022     2            must            wipe         2
## 14023     2            must             you         2
## 14024     2              my              nd         2
## 14025     2              my            need         2
## 14026     2              my              no         2
## 14027     2              my             not         4
## 14028     2              my              on         2
## 14029     2              my             one         2
## 14030     2              my     oscarworthi         2
## 14031     2              my            pari         4
## 14032     2              my           peopl         4
## 14033     2              my         perform         2
## 14034     2              my         pretend         4
## 14035     2              my         prophet         6
## 14036     2              my            read         2
## 14037     2              my         ridicul         2
## 14038     2              my           right         2
## 14039     2              my            said         2
## 14040     2              my            show         4
## 14041     2              my           sleep         2
## 14042     2              my              so         2
## 14043     2              my             sui         2
## 14044     2              my            than         4
## 14045     2              my             the         4
## 14046     2              my           their         2
## 14047     2              my           those         2
## 14048     2              my         thought         2
## 14049     2              my              to        14
## 14050     2              my         tonight         2
## 14051     2              my             was         8
## 14052     2              my             whi         2
## 14053     2              my             who         4
## 14054     2              my            will         2
## 14055     2              my            with         2
## 14056     2              my            word         2
## 14057     2              my             you         4
## 14058     2               n            need         4
## 14059     2               n              no         6
## 14060     2               n              of         6
## 14061     2               n              on         4
## 14062     2               n             one         4
## 14063     2               n             our         4
## 14064     2               n             out         4
## 14065     2               n            over         4
## 14066     2               n               p         2
## 14067     2               n        pakistan         2
## 14068     2               n            pari         6
## 14069     2               n     parisattack         2
## 14070     2               n            peac         2
## 14071     2               n      photograph         2
## 14072     2               n         protest         2
## 14073     2               n               r        10
## 14074     2               n          religi         2
## 14075     2               n          resign         4
## 14076     2               n         respect         2
## 14077     2               n            rose         4
## 14078     2               n         serious         2
## 14079     2               n          sharia         2
## 14080     2               n            shot         2
## 14081     2               n          should         2
## 14082     2               n       statedept         2
## 14083     2               n           still         2
## 14084     2               n             sui         6
## 14085     2               n               t         2
## 14086     2               n            tcot         2
## 14087     2               n        teaparti         2
## 14088     2               n           think         2
## 14089     2               n           tweet         4
## 14090     2               n         twitter         4
## 14091     2               n               u         2
## 14092     2               n              uk         2
## 14093     2               n          urgent         2
## 14094     2               n               w         4
## 14095     2               n             war         4
## 14096     2               n              we         4
## 14097     2               n            wipe         4
## 14098     2               n            with         2
## 14099     2               n            year         4
## 14100     2            name              of         4
## 14101     2            name              on         2
## 14102     2            name             out         2
## 14103     2            name          pictur         2
## 14104     2            name         protest         2
## 14105     2            name          street         2
## 14106     2            name          terror         2
## 14107     2            name             the         6
## 14108     2          nation              on         4
## 14109     2          nation            pari         4
## 14110     2          nation           peopl         4
## 14111     2          nation     supermarket         4
## 14112     2          nation             who         4
## 14113     2              nd     oscarworthi         2
## 14114     2              nd            pari         2
## 14115     2              nd         perform         2
## 14116     2              nd            read         2
## 14117     2              nd            word         2
## 14118     2              ne         nigeria         2
## 14119     2              ne             not         4
## 14120     2              ne              of         2
## 14121     2              ne             pas         4
## 14122     2              ne           pleas         4
## 14123     2              ne          speech         2
## 14124     2              ne             sui         4
## 14125     2              ne            with         2
## 14126     2              ne            your         2
## 14127     2            near            over         2
## 14128     2            near         protest         2
## 14129     2            need              no         4
## 14130     2            need             our         2
## 14131     2            need            pari         4
## 14132     2            need               r         4
## 14133     2            need          recent         2
## 14134     2            need            rose         2
## 14135     2            need           shown         2
## 14136     2            need         solidar         2
## 14137     2            need             sui         2
## 14138     2            need             the         6
## 14139     2            need              to         6
## 14140     2            need         tragedi         2
## 14141     2            need               w         2
## 14142     2            need             war         2
## 14143     2            need              we         4
## 14144     2            need             you         2
## 14145     2         newspap              of         2
## 14146     2         newspap             out         2
## 14147     2         newspap            pari         4
## 14148     2         newspap       photoshop         2
## 14149     2         newspap             sui         2
## 14150     2         newspap           world         2
## 14151     2            next           store         2
## 14152     2            next         tuesday         2
## 14153     2            next            will         2
## 14154     2          niamey           niger         2
## 14155     2          niamey         protest         2
## 14156     2          niamey            tear         2
## 14157     2           niger         protest        10
## 14158     2           niger          report         2
## 14159     2           niger            tear         2
## 14160     2           niger           torch         4
## 14161     2           niger             two         2
## 14162     2           niger           updat         2
## 14163     2           niger         violent         2
## 14164     2         nigeria             not         2
## 14165     2         nigeria             pas         2
## 14166     2         nigeria           pleas         2
## 14167     2         nigeria             sui         2
## 14168     2        nightmar         prophet         2
## 14169     2        nightmar             who         4
## 14170     2        nightmar          wonder         4
## 14171     2        nightmar            your         4
## 14172     2              no           often         2
## 14173     2              no             our         2
## 14174     2              no               p         2
## 14175     2              no            pari         6
## 14176     2              no             pay         2
## 14177     2              no            peac         2
## 14178     2              no               r         4
## 14179     2              no            rose         2
## 14180     2              no          sharia         2
## 14181     2              no         sometim         2
## 14182     2              no           still         2
## 14183     2              no           stump         2
## 14184     2              no             sui         4
## 14185     2              no               t         2
## 14186     2              no            tcot         2
## 14187     2              no        teaparti         2
## 14188     2              no             the         2
## 14189     2              no            they         2
## 14190     2              no           think         4
## 14191     2              no            time         2
## 14192     2              no              to        10
## 14193     2              no               w         2
## 14194     2              no             war         2
## 14195     2              no             was         2
## 14196     2              no              we         2
## 14197     2              no             who         2
## 14198     2              no            year         2
## 14199     2              no             you         4
## 14200     2              no            your         2
## 14201     2            noam           obama         2
## 14202     2            noam              so         2
## 14203     2            noam          terror         2
## 14204     2            noam             was         2
## 14205     2            nobl              of         2
## 14206     2            nobl         prophet         2
## 14207     2            nobl            read         2
## 14208     2            nobl            sign         2
## 14209     2            nobl            that         2
## 14210     2            nobl             the         4
## 14211     2            nobl              to         2
## 14212     2            nobl           would         2
## 14213     2            none              of         2
## 14214     2            none             pen         2
## 14215     2            none          psycho         2
## 14216     2            none          should         2
## 14217     2            none            some         4
## 14218     2            none            them         2
## 14219     2            none         through         4
## 14220     2            none              to         2
## 14221     2       nonmuslim            pbuh         2
## 14222     2       nonmuslim         prophet         2
## 14223     2       nonmuslim            said         2
## 14224     2       nonmuslim            what         2
## 14225     2          normal            pope         2
## 14226     2          normal           react         2
## 14227     2          normal             say         2
## 14228     2          normal          speech         2
## 14229     2          normal             sui         2
## 14230     2          normal              to         2
## 14231     2          normal         violenc         2
## 14232     2          normal            with         2
## 14233     2       norouhani              of         2
## 14234     2       norouhani          polici         2
## 14235     2       norouhani          remind         2
## 14236     2       norouhani           right         2
## 14237     2       norouhani          rushdi         2
## 14238     2       norouhani          salman         2
## 14239     2       norouhani             the         2
## 14240     2       norouhani              to         2
## 14241     2       norouhani              us         2
## 14242     2             not              of        14
## 14243     2             not          offend         4
## 14244     2             not              on         4
## 14245     2             not              or         2
## 14246     2             not            pari         6
## 14247     2             not             pas         4
## 14248     2             not          pictur         2
## 14249     2             not           pleas         4
## 14250     2             not            pope         2
## 14251     2             not             ppl         4
## 14252     2             not          racism         2
## 14253     2             not        religion         2
## 14254     2             not         respect         2
## 14255     2             not         ridicul         2
## 14256     2             not           right         2
## 14257     2             not               s         4
## 14258     2             not            said         2
## 14259     2             not           shoot         2
## 14260     2             not        singapor         2
## 14261     2             not           singl         2
## 14262     2             not              so         2
## 14263     2             not         sometim         2
## 14264     2             not          speech         4
## 14265     2             not           stori         2
## 14266     2             not             sui         6
## 14267     2             not          terror         4
## 14268     2             not       terrorist         2
## 14269     2             not            that         4
## 14270     2             not             the        12
## 14271     2             not           there         2
## 14272     2             not            they         2
## 14273     2             not        thousand         2
## 14274     2             not              to         2
## 14275     2             not             too         2
## 14276     2             not          tortur         2
## 14277     2             not               u         2
## 14278     2             not              us         2
## 14279     2             not          victim         2
## 14280     2             not             war         4
## 14281     2             not              we         2
## 14282     2             not            what         4
## 14283     2             not            when         2
## 14284     2             not             whi         2
## 14285     2             not            will         2
## 14286     2             not            with         2
## 14287     2             not            word         2
## 14288     2             not           worth         2
## 14289     2             not             you         2
## 14290     2             not            your         2
## 14291     2             now              of         2
## 14292     2             now              on         2
## 14293     2             now         serious         2
## 14294     2             now              so         2
## 14295     2             now          speech         2
## 14296     2             now        standard         2
## 14297     2             now            talk         2
## 14298     2             now         western         2
## 14299     2           obama          refuge         4
## 14300     2           obama              so         2
## 14301     2           obama          syrian         2
## 14302     2           obama          terror         2
## 14303     2           obama             was         2
## 14304     2           obama            will         2
## 14305     2           obama            zero         2
## 14306     2              of          offens         2
## 14307     2              of              on        12
## 14308     2              of             one         4
## 14309     2              of              or         2
## 14310     2              of           other         2
## 14311     2              of             our         2
## 14312     2              of             out         6
## 14313     2              of            paid         4
## 14314     2              of        palestin         2
## 14315     2              of            pari         4
## 14316     2              of             pas         2
## 14317     2              of            peac         2
## 14318     2              of             pen         2
## 14319     2              of       photoshop         2
## 14320     2              of          pictur         4
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## 14322     2              of           point         2
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## 14326     2              of         prevent         2
## 14327     2              of          profit         2
## 14328     2              of         prophat         2
## 14329     2              of         prophet        12
## 14330     2              of         protest         6
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## 14332     2              of            race         2
## 14333     2              of          racism         2
## 14334     2              of           ralli         2
## 14335     2              of            read         2
## 14336     2              of          recent         2
## 14337     2              of          religi         6
## 14338     2              of        religion         4
## 14339     2              of          remind         2
## 14340     2              of          resign         2
## 14341     2              of         respect        12
## 14342     2              of         respond         2
## 14343     2              of       rotterdam         2
## 14344     2              of          rushdi         2
## 14345     2              of               s         4
## 14346     2              of          salman         2
## 14347     2              of          select         4
## 14348     2              of       senseless         4
## 14349     2              of         serious         2
## 14350     2              of          should        10
## 14351     2              of            show         4
## 14352     2              of            sign         2
## 14353     2              of           singl         2
## 14354     2              of              so         4
## 14355     2              of            some         4
## 14356     2              of          speech         8
## 14357     2              of        standard         2
## 14358     2              of            stay         2
## 14359     2              of           still         4
## 14360     2              of          street         4
## 14361     2              of         success         4
## 14362     2              of             sui         6
## 14363     2              of         support         2
## 14364     2              of         suspect         2
## 14365     2              of            talk         2
## 14366     2              of           tangl         2
## 14367     2              of          terror        12
## 14368     2              of            that        12
## 14369     2              of             the        70
## 14370     2              of           theft         2
## 14371     2              of            them         2
## 14372     2              of           these         2
## 14373     2              of            they         2
## 14374     2              of            this         2
## 14375     2              of         through         4
## 14376     2              of              to        14
## 14377     2              of           topic         2
## 14378     2              of          tortur         2
## 14379     2              of           tweet         4
## 14380     2              of             two         2
## 14381     2              of               u         2
## 14382     2              of      understand         2
## 14383     2              of              us         4
## 14384     2              of             via         2
## 14385     2              of          victim         8
## 14386     2              of            wake         2
## 14387     2              of             war         2
## 14388     2              of             was         2
## 14389     2              of             web         2
## 14390     2              of          websit         2
## 14391     2              of            week         4
## 14392     2              of            were         2
## 14393     2              of         western         4
## 14394     2              of            what         2
## 14395     2              of          whatev         2
## 14396     2              of            when         2
## 14397     2              of           which         4
## 14398     2              of            with        14
## 14399     2              of           world         4
## 14400     2              of           would         2
## 14401     2              of            year         2
## 14402     2              of             you         4
## 14403     2              of            your         4
## 14404     2              of         zionist         2
## 14405     2          offend          terror         4
## 14406     2          offend           there         4
## 14407     2          offend              to         2
## 14408     2          offend             too         4
## 14409     2          offend             whi         2
## 14410     2          offens             one         2
## 14411     2          offens           these         2
## 14412     2          offens              to         2
## 14413     2          offens             two         2
## 14414     2          offens           which         4
## 14415     2          offens             you         2
## 14416     2          offens            your         2
## 14417     2           often         sometim         2
## 14418     2           often           stump         2
## 14419     2           often           think         2
## 14420     2           often              to         2
## 14421     2           often             was         2
## 14422     2           often             who         2
## 14423     2           often            year         2
## 14424     2           often            your         2
## 14425     2              on             one         2
## 14426     2              on              op         4
## 14427     2              on             our         4
## 14428     2              on             out         4
## 14429     2              on            over         4
## 14430     2              on     palestinian         4
## 14431     2              on            pari         8
## 14432     2              on           peopl         4
## 14433     2              on           photo         4
## 14434     2              on          pictur         2
## 14435     2              on            pope         2
## 14436     2              on             ppl         2
## 14437     2              on         prophet         2
## 14438     2              on         protest         2
## 14439     2              on        religion         2
## 14440     2              on          resign         2
## 14441     2              on         retweet         4
## 14442     2              on               s         2
## 14443     2              on            said         2
## 14444     2              on            seem         2
## 14445     2              on         serious         2
## 14446     2              on            show         4
## 14447     2              on              so         2
## 14448     2              on          speech         2
## 14449     2              on        standard         2
## 14450     2              on          street         6
## 14451     2              on             sui         2
## 14452     2              on     supermarket         4
## 14453     2              on            talk         2
## 14454     2              on           templ         2
## 14455     2              on          terror         2
## 14456     2              on            that         2
## 14457     2              on             the        14
## 14458     2              on           those         2
## 14459     2              on              to         4
## 14460     2              on           topic         2
## 14461     2              on          tortur         2
## 14462     2              on           tweet         2
## 14463     2              on         twitter         2
## 14464     2              on              up         6
## 14465     2              on              us         2
## 14466     2              on             war         2
## 14467     2              on             was         4
## 14468     2              on           watch         2
## 14469     2              on            were         2
## 14470     2              on         western         2
## 14471     2              on            what         2
## 14472     2              on            when         4
## 14473     2              on           where         2
## 14474     2              on             who         4
## 14475     2              on            will         2
## 14476     2              on            wipe         2
## 14477     2              on           world         4
## 14478     2              on            year         2
## 14479     2              on             you         4
## 14480     2             onc            pari         2
## 14481     2             onc             shi         2
## 14482     2             onc          terror         2
## 14483     2             onc           twice         2
## 14484     2             one             out         2
## 14485     2             one            over         2
## 14486     2             one         popular         2
## 14487     2             one          resign         2
## 14488     2             one           sleep         2
## 14489     2             one             sui         2
## 14490     2             one             the         2
## 14491     2             one           their         2
## 14492     2             one           these         2
## 14493     2             one            they         8
## 14494     2             one         thought         2
## 14495     2             one              to         2
## 14496     2             one         tonight         2
## 14497     2             one           tweet         4
## 14498     2             one         twitter         2
## 14499     2             one             two         2
## 14500     2             one             was         2
## 14501     2             one           which         4
## 14502     2             one            wipe         2
## 14503     2             one            with         2
## 14504     2             one            year         2
## 14505     2             one             you         2
## 14506     2             one            your         2
## 14507     2              op            pari         4
## 14508     2              op           photo         4
## 14509     2              op           pwned         2
## 14510     2              op          report         2
## 14511     2              op            seem         2
## 14512     2              op          street         4
## 14513     2              op             sui         2
## 14514     2              op              to         4
## 14515     2              op            want         2
## 14516     2              op           world         4
## 14517     2              or          racism         2
## 14518     2              or          speech         2
## 14519     2              or          terror         2
## 14520     2     oscarworthi            pari         4
## 14521     2     oscarworthi         perform         4
## 14522     2     oscarworthi            read         2
## 14523     2     oscarworthi            word         2
## 14524     2     oscarworthi           world         2
## 14525     2           other           pleas         2
## 14526     2           other            pmln         2
## 14527     2           other          profit         2
## 14528     2           other         protest         2
## 14529     2           other             pti         2
## 14530     2           other          should         2
## 14531     2           other              so         2
## 14532     2           other         support         2
## 14533     2           other            that         2
## 14534     2           other             the         4
## 14535     2           other            this         2
## 14536     2           other              to         2
## 14537     2           other          victim         2
## 14538     2           other            work         2
## 14539     2             our            pari         2
## 14540     2             our          pencil         2
## 14541     2             our         prophat         2
## 14542     2             our         prophet         2
## 14543     2             our               r         4
## 14544     2             our           radic         2
## 14545     2             our         respond         2
## 14546     2             our         retweet         2
## 14547     2             our            rose         2
## 14548     2             our            stay         2
## 14549     2             our             sui         2
## 14550     2             our             the         6
## 14551     2             our           their         2
## 14552     2             our              to         2
## 14553     2             our              up         2
## 14554     2             our           video         2
## 14555     2             our               w         2
## 14556     2             our             war         2
## 14557     2             our             was         2
## 14558     2             our           watch         2
## 14559     2             our              we         2
## 14560     2             our          whatev         2
## 14561     2             our            with         2
## 14562     2             our             you         2
## 14563     2             out            over         2
## 14564     2             out            pari         6
## 14565     2             out       photoshop         2
## 14566     2             out          pictur         2
## 14567     2             out         protest         2
## 14568     2             out          resign         2
## 14569     2             out             say         2
## 14570     2             out          street         2
## 14571     2             out             sui         2
## 14572     2             out          terror         2
## 14573     2             out             the         6
## 14574     2             out         theresa         2
## 14575     2             out            this         2
## 14576     2             out           tweet         2
## 14577     2             out         twitter         2
## 14578     2             out              uk         2
## 14579     2             out           video         2
## 14580     2             out            wipe         4
## 14581     2             out           world         2
## 14582     2             out            year         2
## 14583     2            over     palestinian         2
## 14584     2            over         protest         2
## 14585     2            over          resign         2
## 14586     2            over           templ         2
## 14587     2            over             the         4
## 14588     2            over           tweet         2
## 14589     2            over         twitter         2
## 14590     2            over           watch         2
## 14591     2            over            wipe         2
## 14592     2            over            year         2
## 14593     2               p            pari         2
## 14594     2               p            peac         2
## 14595     2               p          sharia         2
## 14596     2               p           still         2
## 14597     2               p             sui         2
## 14598     2               p               t         2
## 14599     2               p            tcot         2
## 14600     2               p        teaparti         2
## 14601     2               p           think         2
## 14602     2            paid         respect         2
## 14603     2            paid       senseless         2
## 14604     2            paid          terror         2
## 14605     2            paid             the         2
## 14606     2            paid          victim         2
## 14607     2            paid            week         2
## 14608     2        pakistan      photograph         2
## 14609     2        pakistan         protest         2
## 14610     2        pakistan               r         2
## 14611     2        pakistan         serious         2
## 14612     2        pakistan            shot         2
## 14613     2        palestin             the         2
## 14614     2        palestin           theft         2
## 14615     2        palestin            with         2
## 14616     2        palestin            year         2
## 14617     2        palestin         zionist         2
## 14618     2     palestinian             ppl         2
## 14619     2     palestinian             sui         2
## 14620     2     palestinian           templ         2
## 14621     2     palestinian             the         4
## 14622     2     palestinian              up         2
## 14623     2     palestinian           watch         2
## 14624     2     palestinian            were         2
## 14625     2     palestinian            when         2
## 14626     2     palestinian           where         2
## 14627     2     palestinian             you         2
## 14628     2            pari            pbuh         2
## 14629     2            pari            peac         2
## 14630     2            pari           peopl         4
## 14631     2            pari         perform         4
## 14632     2            pari           photo         4
## 14633     2            pari       photoshop         4
## 14634     2            pari          pictur         4
## 14635     2            pari             pig         2
## 14636     2            pari          presid         2
## 14637     2            pari               r         4
## 14638     2            pari           ralli         2
## 14639     2            pari            read         4
## 14640     2            pari            rose         2
## 14641     2            pari            said         4
## 14642     2            pari             say         2
## 14643     2            pari            seem         2
## 14644     2            pari           seneg         2
## 14645     2            pari          sharia         2
## 14646     2            pari             shi         2
## 14647     2            pari           shoot         4
## 14648     2            pari           still         2
## 14649     2            pari           stori         4
## 14650     2            pari          street         4
## 14651     2            pari             sui        10
## 14652     2            pari     supermarket         4
## 14653     2            pari               t         2
## 14654     2            pari            taxi         2
## 14655     2            pari            tcot         2
## 14656     2            pari        teaparti         2
## 14657     2            pari          terror         2
## 14658     2            pari       terrorist         2
## 14659     2            pari             the         4
## 14660     2            pari         theresa         2
## 14661     2            pari           think         2
## 14662     2            pari            this         4
## 14663     2            pari        thousand         4
## 14664     2            pari           three         2
## 14665     2            pari          thrown         2
## 14666     2            pari              to         4
## 14667     2            pari           twice         2
## 14668     2            pari              uk         2
## 14669     2            pari           video         2
## 14670     2            pari               w         2
## 14671     2            pari             war         2
## 14672     2            pari              we         2
## 14673     2            pari            what         2
## 14674     2            pari             who         8
## 14675     2            pari            wipe         2
## 14676     2            pari            word         6
## 14677     2            pari           world        10
## 14678     2            pari           worth         4
## 14679     2            pari             you         4
## 14680     2     parisattack       statedept         2
## 14681     2     parisattack               u         2
## 14682     2     parisattack              uk         2
## 14683     2     parisattack          urgent         2
## 14684     2             pas           pleas         4
## 14685     2             pas          speech         2
## 14686     2             pas             sui         4
## 14687     2             pas            with         2
## 14688     2             pas            your         2
## 14689     2             pay            they         2
## 14690     2             pay            time         2
## 14691     2             pay              to         4
## 14692     2             pay             you         2
## 14693     2            pbuh         prophet         6
## 14694     2            pbuh            read         2
## 14695     2            pbuh            said         4
## 14696     2            pbuh           stori         2
## 14697     2            pbuh            taxi         2
## 14698     2            pbuh            this         2
## 14699     2            pbuh            what         4
## 14700     2            pbuh             who         6
## 14701     2            peac        religion         2
## 14702     2            peac          sharia         2
## 14703     2            peac           still         2
## 14704     2            peac             sui         2
## 14705     2            peac               t         2
## 14706     2            peac            tcot         2
## 14707     2            peac        teaparti         2
## 14708     2            peac             the         2
## 14709     2            peac           think         2
## 14710     2            peac            upon         2
## 14711     2            peac             who         2
## 14712     2             pen          psycho         2
## 14713     2             pen          should         2
## 14714     2             pen            some         4
## 14715     2             pen            them         2
## 14716     2             pen         through         4
## 14717     2             pen              to         2
## 14718     2          pencil         respond         2
## 14719     2          pencil             the         2
## 14720     2          pencil           their         2
## 14721     2          pencil              to         2
## 14722     2          pencil            with         2
## 14723     2           peopl         pretend         4
## 14724     2           peopl     supermarket         4
## 14725     2           peopl              to         4
## 14726     2           peopl             was         8
## 14727     2           peopl             who         8
## 14728     2         perform            read         2
## 14729     2         perform            word         2
## 14730     2         perform           world         2
## 14731     2          person             sui         2
## 14732     2          person            this         2
## 14733     2          person            time         2
## 14734     2           photo            seem         2
## 14735     2           photo          street         4
## 14736     2           photo           world         4
## 14737     2      photograph         protest         2
## 14738     2      photograph               r         2
## 14739     2      photograph         serious         2
## 14740     2      photograph            shot         2
## 14741     2       photoshop             sui         2
## 14742     2       photoshop           world         2
## 14743     2             pic             plz         2
## 14744     2             pic            this         2
## 14745     2             pic              to         2
## 14746     2          pictur         protest         2
## 14747     2          pictur             say         2
## 14748     2          pictur           shoot         2
## 14749     2          pictur         sometim         2
## 14750     2          pictur          street         2
## 14751     2          pictur          terror         2
## 14752     2          pictur            than         2
## 14753     2          pictur            that         2
## 14754     2          pictur             the         6
## 14755     2          pictur        thousand         2
## 14756     2          pictur              to         2
## 14757     2          pictur            word         2
## 14758     2          pictur           worth         2
## 14759     2          pictur          writer         2
## 14760     2             pig            sinc         2
## 14761     2             pig            than         2
## 14762     2             pig          thrown         2
## 14763     2             pig        twodozen         2
## 14764     2             pig               w         2
## 14765     2           pleas            pmln         2
## 14766     2           pleas         protest         2
## 14767     2           pleas             pti         2
## 14768     2           pleas          speech         2
## 14769     2           pleas             sui         4
## 14770     2           pleas         support         2
## 14771     2           pleas            with         2
## 14772     2           pleas            work         2
## 14773     2           pleas            your         2
## 14774     2             plz            this         2
## 14775     2             plz              to         2
## 14776     2            pmln         protest         2
## 14777     2            pmln             pti         2
## 14778     2            pmln         support         2
## 14779     2            pmln            work         2
## 14780     2           point            race         2
## 14781     2           point          select         2
## 14782     2           point             the         4
## 14783     2           point              to         2
## 14784     2           point      understand         2
## 14785     2           point             via         2
## 14786     2          polici           right         2
## 14787     2          polici             the         2
## 14788     2          polici              to         2
## 14789     2            pope           react         2
## 14790     2            pope        religion         2
## 14791     2            pope             say         2
## 14792     2            pope          speech         2
## 14793     2            pope             sui         2
## 14794     2            pope              to         2
## 14795     2            pope         violenc         2
## 14796     2            pope            when         2
## 14797     2            pope            with         2
## 14798     2         popular             sui         2
## 14799     2         popular             the         2
## 14800     2         popular           tweet         2
## 14801     2         popular             was         2
## 14802     2             ppl         respect         4
## 14803     2             ppl               s         4
## 14804     2             ppl             sui         2
## 14805     2             ppl            that         4
## 14806     2             ppl             the        12
## 14807     2             ppl               u         4
## 14808     2             ppl              up         2
## 14809     2             ppl            were         2
## 14810     2             ppl            when         2
## 14811     2             ppl           where         2
## 14812     2             ppl             you         2
## 14813     2            pres           radic         2
## 14814     2            pres         retweet         2
## 14815     2            pres          should         2
## 14816     2            pres            term         2
## 14817     2            pres           think         2
## 14818     2            pres            this         2
## 14819     2            pres              to         2
## 14820     2            pres             use         2
## 14821     2            pres             you         2
## 14822     2          presid           ralli         2
## 14823     2          presid           seneg         2
## 14824     2          presid             sui         2
## 14825     2          presid           three         2
## 14826     2           press          racist         2
## 14827     2           press             the         2
## 14828     2           press              to         4
## 14829     2           press         western         2
## 14830     2           press            whom         2
## 14831     2         pretend              to         4
## 14832     2         pretend             was         8
## 14833     2         pretend             who         4
## 14834     2         prevent         protest         2
## 14835     2         prevent           ralli         2
## 14836     2         prevent         support         2
## 14837     2         prevent              to         2
## 14838     2         prevent            were         2
## 14839     2          profit          should         2
## 14840     2          profit              so         2
## 14841     2          profit            that         2
## 14842     2          profit             the         4
## 14843     2          profit            this         2
## 14844     2          profit              to         2
## 14845     2          profit          victim         2
## 14846     2         prophat         prophet         2
## 14847     2         prophat            stay         2
## 14848     2         prophat             the         4
## 14849     2         prophat          whatev         2
## 14850     2         prophat             you         2
## 14851     2         prophet         protest         2
## 14852     2         prophet            read         2
## 14853     2         prophet            said         4
## 14854     2         prophet            show         6
## 14855     2         prophet            sign         2
## 14856     2         prophet            stay         2
## 14857     2         prophet           still         2
## 14858     2         prophet         success         2
## 14859     2         prophet            than         2
## 14860     2         prophet            that         4
## 14861     2         prophet             the        16
## 14862     2         prophet           those         2
## 14863     2         prophet              to         6
## 14864     2         prophet           video         2
## 14865     2         prophet              we         2
## 14866     2         prophet            what         2
## 14867     2         prophet          whatev         2
## 14868     2         prophet             who         6
## 14869     2         prophet            will         2
## 14870     2         prophet            with         2
## 14871     2         prophet          wonder         4
## 14872     2         prophet           would         2
## 14873     2         prophet             you         4
## 14874     2         prophet            your         4
## 14875     2         protest             pti         2
## 14876     2         protest               r         2
## 14877     2         protest           ralli         2
## 14878     2         protest          report         2
## 14879     2         protest         serious         2
## 14880     2         protest            shot         2
## 14881     2         protest          street         2
## 14882     2         protest         support         4
## 14883     2         protest            tear         2
## 14884     2         protest          terror         2
## 14885     2         protest             the         6
## 14886     2         protest              to         2
## 14887     2         protest           torch         4
## 14888     2         protest             two         2
## 14889     2         protest           updat         2
## 14890     2         protest           video         4
## 14891     2         protest         violent         2
## 14892     2         protest              we         2
## 14893     2         protest            were         2
## 14894     2         protest            work         2
## 14895     2          psycho          should         2
## 14896     2          psycho            some         4
## 14897     2          psycho            them         2
## 14898     2          psycho         through         4
## 14899     2          psycho              to         2
## 14900     2             pti         support         2
## 14901     2             pti            work         2
## 14902     2               r            rose         4
## 14903     2               r         serious         2
## 14904     2               r            shot         2
## 14905     2               r             sui         4
## 14906     2               r               w         4
## 14907     2               r             war         4
## 14908     2               r              we         4
## 14909     2            race          select         2
## 14910     2            race             the         4
## 14911     2            race              to         2
## 14912     2            race      understand         2
## 14913     2            race             via         2
## 14914     2          racism          speech         2
## 14915     2          racism          terror         2
## 14916     2          racist             the         2
## 14917     2          racist              to         4
## 14918     2          racist         western         2
## 14919     2          racist            whom         2
## 14920     2           radic         retweet         2
## 14921     2           radic          should         2
## 14922     2           radic            term         2
## 14923     2           radic           think         2
## 14924     2           radic            this         2
## 14925     2           radic              to         2
## 14926     2           radic             use         2
## 14927     2           radic           video         2
## 14928     2           radic           watch         2
## 14929     2           radic             you         2
## 14930     2           ralli           seneg         2
## 14931     2           ralli             sui         2
## 14932     2           ralli         support         2
## 14933     2           ralli           three         2
## 14934     2           ralli              to         2
## 14935     2           ralli            were         2
## 14936     2           react             say         2
## 14937     2           react          speech         2
## 14938     2           react             sui         2
## 14939     2           react              to         2
## 14940     2           react         violenc         2
## 14941     2           react            with         2
## 14942     2            read         respons         2
## 14943     2            read            said         2
## 14944     2            read            sign         2
## 14945     2            read           still         2
## 14946     2            read           stori         2
## 14947     2            read            taxi         2
## 14948     2            read            that         2
## 14949     2            read             the         6
## 14950     2            read            this         2
## 14951     2            read              to         4
## 14952     2            read           trend         2
## 14953     2            read            what         2
## 14954     2            read             who         6
## 14955     2            read            word         2
## 14956     2            read           would         2
## 14957     2          reborn             say         2
## 14958     2          reborn             the         2
## 14959     2          reborn            week         2
## 14960     2          recent           shown         2
## 14961     2          recent         solidar         2
## 14962     2          recent         suspect         2
## 14963     2          recent           tangl         2
## 14964     2          recent          terror         2
## 14965     2          recent             the         6
## 14966     2          recent              to         2
## 14967     2          recent         tragedi         2
## 14968     2          recent              we         2
## 14969     2          recent             web         2
## 14970     2          refuge          syrian         4
## 14971     2          refuge            will         4
## 14972     2          refuge            zero         4
## 14973     2          religi         respect         2
## 14974     2          religi          should         2
## 14975     2          religi            with         2
## 14976     2        religion             the         2
## 14977     2        religion            when         2
## 14978     2          remind          rushdi         2
## 14979     2          remind          salman         2
## 14980     2          remind              us         2
## 14981     2          report             sui         2
## 14982     2          report              to         4
## 14983     2          report             two         2
## 14984     2          report            want         2
## 14985     2          resign          speech         2
## 14986     2          resign           tweet         4
## 14987     2          resign         twitter         2
## 14988     2          resign         western         2
## 14989     2          resign            wipe         2
## 14990     2          resign            year         2
## 14991     2         respect               s         2
## 14992     2         respect       senseless         2
## 14993     2         respect          should         2
## 14994     2         respect          terror         2
## 14995     2         respect            that         2
## 14996     2         respect             the         8
## 14997     2         respect               u         2
## 14998     2         respect          victim         2
## 14999     2         respect            week         2
## 15000     2         respect            with         2
## 15001     2         respond       rotterdam         2
## 15002     2         respond             the         6
## 15003     2         respond           their         2
## 15004     2         respond              to         4
## 15005     2         respond            with         2
## 15006     2         respons           still         2
## 15007     2         respons             the         2
## 15008     2         respons              to         2
## 15009     2         respons           trend         2
## 15010     2         respons             who         2
## 15011     2         retweet          should         2
## 15012     2         retweet             sui         2
## 15013     2         retweet            term         2
## 15014     2         retweet           think         2
## 15015     2         retweet            this         2
## 15016     2         retweet              to         2
## 15017     2         retweet              up         2
## 15018     2         retweet             use         2
## 15019     2         retweet             was         2
## 15020     2         retweet             you         2
## 15021     2         ridicul           right         2
## 15022     2         ridicul              so         2
## 15023     2         ridicul             the         2
## 15024     2         ridicul              to         2
## 15025     2           right              so         2
## 15026     2           right             the         4
## 15027     2           right              to         4
## 15028     2           roger             the         2
## 15029     2           roger           trial         2
## 15030     2            rose             sui         2
## 15031     2            rose               w         2
## 15032     2            rose             war         2
## 15033     2            rose              we         2
## 15034     2       rotterdam             the         4
## 15035     2       rotterdam              to         2
## 15036     2          rushdi          salman         2
## 15037     2          rushdi              us         2
## 15038     2               s            that         4
## 15039     2               s             the         8
## 15040     2               s          tortur         2
## 15041     2               s               u         2
## 15042     2               s              us         2
## 15043     2               s             via         4
## 15044     2               s             war         2
## 15045     2               s            what         2
## 15046     2            said            show         4
## 15047     2            said           stori         4
## 15048     2            said            taxi         2
## 15049     2            said       terrorist         2
## 15050     2            said             the         2
## 15051     2            said            this         2
## 15052     2            said           those         2
## 15053     2            said              to         4
## 15054     2            said            what         4
## 15055     2            said             who         4
## 15056     2            said            will         2
## 15057     2            said             you         4
## 15058     2          salman              us         2
## 15059     2             say         sometim         2
## 15060     2             say          speech         2
## 15061     2             say             sui         2
## 15062     2             say            than         2
## 15063     2             say             the         2
## 15064     2             say         theresa         2
## 15065     2             say            this         2
## 15066     2             say              to         2
## 15067     2             say              uk         2
## 15068     2             say           video         2
## 15069     2             say         violenc         2
## 15070     2             say            week         2
## 15071     2             say            wipe         2
## 15072     2             say            with         2
## 15073     2             say          writer         2
## 15074     2             say            your         2
## 15075     2            seem          street         2
## 15076     2            seem            than         2
## 15077     2            seem            that         2
## 15078     2            seem              to         2
## 15079     2            seem              us         2
## 15080     2            seem         violenc         2
## 15081     2            seem              we         2
## 15082     2            seem             whi         2
## 15083     2            seem           world         2
## 15084     2          select             the         6
## 15085     2          select              to         2
## 15086     2          select      understand         2
## 15087     2          select             via         2
## 15088     2           seneg             sui         2
## 15089     2           seneg           three         2
## 15090     2       senseless          terror         2
## 15091     2       senseless             the         2
## 15092     2       senseless          victim         2
## 15093     2       senseless            week         2
## 15094     2         serious            shot         2
## 15095     2         serious              so         2
## 15096     2         serious          speech         2
## 15097     2         serious        standard         2
## 15098     2         serious            talk         2
## 15099     2         serious         western         2
## 15100     2             set            take         2
## 15101     2             set          websit         2
## 15102     2          sharia           still         2
## 15103     2          sharia             sui         2
## 15104     2          sharia               t         2
## 15105     2          sharia            tcot         2
## 15106     2          sharia        teaparti         2
## 15107     2          sharia           think         2
## 15108     2             shi          terror         2
## 15109     2             shi           twice         2
## 15110     2           shoot        thousand         2
## 15111     2           shoot            word         2
## 15112     2           shoot           worth         2
## 15113     2          should              so         2
## 15114     2          should            some         4
## 15115     2          should            term         2
## 15116     2          should            that         2
## 15117     2          should             the         4
## 15118     2          should            them         2
## 15119     2          should           think         2
## 15120     2          should            this         4
## 15121     2          should         through         4
## 15122     2          should              to         6
## 15123     2          should             use         2
## 15124     2          should          victim         2
## 15125     2          should            with         2
## 15126     2          should             you         2
## 15127     2            show           still         2
## 15128     2            show         success         2
## 15129     2            show            that         2
## 15130     2            show             the         4
## 15131     2            show           those         4
## 15132     2            show              to         8
## 15133     2            show            will         4
## 15134     2            show            with         2
## 15135     2            show             you         4
## 15136     2           shown         solidar         2
## 15137     2           shown             the         4
## 15138     2           shown              to         2
## 15139     2           shown         tragedi         2
## 15140     2           shown              we         2
## 15141     2            sign            that         2
## 15142     2            sign             the         4
## 15143     2            sign              to         2
## 15144     2            sign           would         2
## 15145     2            sinc            than         2
## 15146     2            sinc        twodozen         2
## 15147     2            sinc               w         2
## 15148     2        singapor         sometim         2
## 15149     2        singapor            what         2
## 15150     2           sleep           their         2
## 15151     2           sleep         thought         2
## 15152     2           sleep         tonight         2
## 15153     2           sleep            with         2
## 15154     2              so          speech         2
## 15155     2              so        standard         2
## 15156     2              so            talk         2
## 15157     2              so         teensya         2
## 15158     2              so          terror         2
## 15159     2              so            that         2
## 15160     2              so             the         6
## 15161     2              so            this         2
## 15162     2              so              to         4
## 15163     2              so           uknow         2
## 15164     2              so              ur         2
## 15165     2              so          victim         2
## 15166     2              so             was         2
## 15167     2              so            were         2
## 15168     2              so         western         2
## 15169     2              so      withbonjou         2
## 15170     2              so             you         2
## 15171     2         solidar             the         4
## 15172     2         solidar              to         2
## 15173     2         solidar         tragedi         2
## 15174     2         solidar              we         2
## 15175     2            some            them         4
## 15176     2            some         through         8
## 15177     2            some              to         4
## 15178     2         sometim           stump         2
## 15179     2         sometim            than         2
## 15180     2         sometim           think         2
## 15181     2         sometim              to         2
## 15182     2         sometim             was         2
## 15183     2         sometim            what         2
## 15184     2         sometim             who         2
## 15185     2         sometim          writer         2
## 15186     2         sometim            year         2
## 15187     2         sometim            your         2
## 15188     2          speech        standard         2
## 15189     2          speech             sui         4
## 15190     2          speech            talk         2
## 15191     2          speech          terror         2
## 15192     2          speech              to         2
## 15193     2          speech           tweet         2
## 15194     2          speech         violenc         2
## 15195     2          speech         western         4
## 15196     2          speech            with         4
## 15197     2          speech            your         2
## 15198     2           stand            them         2
## 15199     2           stand             whi         2
## 15200     2           stand            with         2
## 15201     2        standard            talk         2
## 15202     2        standard         western         2
## 15203     2       statedept               u         2
## 15204     2       statedept              uk         2
## 15205     2       statedept          urgent         2
## 15206     2            stay             the         4
## 15207     2            stay          whatev         2
## 15208     2            stay             you         2
## 15209     2           still         success         2
## 15210     2           still             sui         2
## 15211     2           still               t         2
## 15212     2           still            tcot         2
## 15213     2           still        teaparti         2
## 15214     2           still            that         2
## 15215     2           still             the         6
## 15216     2           still           think         2
## 15217     2           still              to         2
## 15218     2           still           trend         2
## 15219     2           still             who         2
## 15220     2           still            with         2
## 15221     2           store         tuesday         2
## 15222     2           store            will         2
## 15223     2           stori            taxi         2
## 15224     2           stori       terrorist         2
## 15225     2           stori             the         2
## 15226     2           stori            this         2
## 15227     2           stori            what         2
## 15228     2           stori             who         4
## 15229     2           stori             you         2
## 15230     2          street          terror         2
## 15231     2          street             the         6
## 15232     2          street           world         4
## 15233     2           stump           think         2
## 15234     2           stump              to         2
## 15235     2           stump             was         2
## 15236     2           stump             who         2
## 15237     2           stump            year         2
## 15238     2           stump            your         2
## 15239     2         success            that         2
## 15240     2         success             the         4
## 15241     2         success            with         2
## 15242     2             sui               t         2
## 15243     2             sui            tcot         2
## 15244     2             sui        teaparti         2
## 15245     2             sui          terror         2
## 15246     2             sui            that         2
## 15247     2             sui             the         2
## 15248     2             sui           think         2
## 15249     2             sui            this         2
## 15250     2             sui           three         2
## 15251     2             sui            time         2
## 15252     2             sui              to         6
## 15253     2             sui           tweet         2
## 15254     2             sui              up         2
## 15255     2             sui         violenc         2
## 15256     2             sui               w         2
## 15257     2             sui            want         2
## 15258     2             sui             war         2
## 15259     2             sui             was         2
## 15260     2             sui              we         2
## 15261     2             sui            were         2
## 15262     2             sui            when         2
## 15263     2             sui           where         2
## 15264     2             sui             whi         2
## 15265     2             sui            with         4
## 15266     2             sui           world         2
## 15267     2             sui             you         4
## 15268     2             sui            your         2
## 15269     2     supermarket             who         4
## 15270     2         support              to         2
## 15271     2         support            were         2
## 15272     2         support            work         2
## 15273     2         suspect           tangl         2
## 15274     2         suspect          terror         2
## 15275     2         suspect             the         2
## 15276     2         suspect             web         2
## 15277     2          syrian            will         2
## 15278     2          syrian            zero         2
## 15279     2               t            tcot         2
## 15280     2               t        teaparti         2
## 15281     2               t           think         2
## 15282     2            take          websit         2
## 15283     2            talk         western         2
## 15284     2           tangl          terror         2
## 15285     2           tangl             the         2
## 15286     2           tangl             web         2
## 15287     2            taxi            this         2
## 15288     2            taxi            what         2
## 15289     2            taxi             who         4
## 15290     2            tcot        teaparti         2
## 15291     2            tcot           think         2
## 15292     2        teaparti           think         2
## 15293     2         teensya           uknow         2
## 15294     2         teensya              ur         2
## 15295     2         teensya            were         2
## 15296     2         teensya      withbonjou         2
## 15297     2         teensya             you         2
## 15298     2           templ             the         4
## 15299     2           templ           watch         2
## 15300     2            term           think         2
## 15301     2            term            this         2
## 15302     2            term              to         2
## 15303     2            term             use         2
## 15304     2            term             you         2
## 15305     2          terror            that         2
## 15306     2          terror             the        10
## 15307     2          terror           there         2
## 15308     2          terror             too         2
## 15309     2          terror           twice         2
## 15310     2          terror          victim         2
## 15311     2          terror             was         2
## 15312     2          terror             web         2
## 15313     2          terror            week         2
## 15314     2          terror             you         2
## 15315     2       terrorist             the         2
## 15316     2       terrorist             you         2
## 15317     2            than            that         2
## 15318     2            than              to         2
## 15319     2            than        twodozen         2
## 15320     2            than              us         2
## 15321     2            than         violenc         2
## 15322     2            than               w         2
## 15323     2            than              we         2
## 15324     2            than             whi         2
## 15325     2            than          writer         2
## 15326     2            that             the        20
## 15327     2            that            this         2
## 15328     2            that              to         8
## 15329     2            that          tortur         2
## 15330     2            that               u         2
## 15331     2            that              us         4
## 15332     2            that          victim         2
## 15333     2            that         violenc         2
## 15334     2            that             war         2
## 15335     2            that              we         2
## 15336     2            that            what         2
## 15337     2            that             whi         2
## 15338     2            that            with         2
## 15339     2            that           would         2
## 15340     2            that             you         2
## 15341     2             the           theft         2
## 15342     2             the           their         2
## 15343     2             the            this         4
## 15344     2             the              to        36
## 15345     2             the           topic         2
## 15346     2             the          tortur         2
## 15347     2             the         tragedi         4
## 15348     2             the           trend         2
## 15349     2             the           trial         2
## 15350     2             the           tweet         2
## 15351     2             the               u         6
## 15352     2             the      understand         4
## 15353     2             the              us         2
## 15354     2             the             via         4
## 15355     2             the          victim         6
## 15356     2             the             war         2
## 15357     2             the             was         2
## 15358     2             the           watch         4
## 15359     2             the              we         4
## 15360     2             the             web         2
## 15361     2             the            week         4
## 15362     2             the         western         2
## 15363     2             the            what         2
## 15364     2             the          whatev         4
## 15365     2             the             who         2
## 15366     2             the            whom         2
## 15367     2             the            with         8
## 15368     2             the           world         4
## 15369     2             the           would         4
## 15370     2             the            year         2
## 15371     2             the             you         8
## 15372     2             the         zionist         2
## 15373     2           theft            with         2
## 15374     2           theft            year         2
## 15375     2           theft         zionist         2
## 15376     2           their         thought         2
## 15377     2           their              to         2
## 15378     2           their         tonight         2
## 15379     2           their            with         4
## 15380     2            them         through         4
## 15381     2            them              to         2
## 15382     2            them             whi         2
## 15383     2            them            with         2
## 15384     2           there             too         2
## 15385     2         theresa            this         2
## 15386     2         theresa              uk         2
## 15387     2         theresa           video         2
## 15388     2         theresa            wipe         2
## 15389     2           these              to         2
## 15390     2           these             two         2
## 15391     2           these           which         4
## 15392     2           these             you         2
## 15393     2           these            your         2
## 15394     2            they            time         2
## 15395     2            they              to         4
## 15396     2            they          victim         2
## 15397     2            they             you         2
## 15398     2           think            this         2
## 15399     2           think              to         4
## 15400     2           think             use         2
## 15401     2           think             was         2
## 15402     2           think             who         2
## 15403     2           think            year         2
## 15404     2           think             you         2
## 15405     2           think            your         2
## 15406     2            this            time         2
## 15407     2            this              to         6
## 15408     2            this              uk         2
## 15409     2            this             use         2
## 15410     2            this          victim         2
## 15411     2            this           video         2
## 15412     2            this            what         2
## 15413     2            this             who         4
## 15414     2            this            wipe         2
## 15415     2            this             you         2
## 15416     2           those              to         4
## 15417     2           those            will         2
## 15418     2           those             you         2
## 15419     2         thought         tonight         2
## 15420     2         thought            with         2
## 15421     2        thousand            word         2
## 15422     2        thousand           worth         2
## 15423     2         through              to         4
## 15424     2            time              to         4
## 15425     2            time             you         2
## 15426     2              to         tragedi         2
## 15427     2              to           trend         2
## 15428     2              to             two         2
## 15429     2              to      understand         2
## 15430     2              to              us         2
## 15431     2              to             use         2
## 15432     2              to             via         2
## 15433     2              to          victim         2
## 15434     2              to         violenc         4
## 15435     2              to            want         4
## 15436     2              to             was        10
## 15437     2              to              we         4
## 15438     2              to            were         2
## 15439     2              to         western         4
## 15440     2              to             whi         4
## 15441     2              to           which         4
## 15442     2              to             who         8
## 15443     2              to            whom         4
## 15444     2              to            will         4
## 15445     2              to            with         4
## 15446     2              to           would         2
## 15447     2              to            year         2
## 15448     2              to             you        16
## 15449     2              to            your         4
## 15450     2         tonight            with         2
## 15451     2             too            went         2
## 15452     2           torch           updat         2
## 15453     2          tortur              us         2
## 15454     2          tortur             war         2
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## 17229     3            back           fight         2
## 17230     3            back              je         2
## 17231     3            back             sui         2
## 17232     3             ban             bid         2
## 17233     3             ban         holland         2
## 17234     3             ban           idiot         2
## 17235     3             ban            like         2
## 17236     3             ban            look         2
## 17237     3             ban            made         2
## 17238     3             ban          pictur         2
## 17239     3             ban            that         2
## 17240     3             ban              to         2
## 17241     3          barbar              by         4
## 17242     3          barbar         cartoon         2
## 17243     3          barbar          charli         2
## 17244     3          barbar          enough         2
## 17245     3          barbar           hebdo         2
## 17246     3          barbar            mani         2
## 17247     3          barbar          muslim         4
## 17248     3          barbar             not         2
## 17249     3          barbar          offend         4
## 17250     3          barbar          terror         2
## 17251     3          barbar           there         2
## 17252     3          barbar             too         2
## 17253     3         bathili           becom         2
## 17254     3         bathili          cacher         2
## 17255     3         bathili          charli         2
## 17256     3         bathili         citizen         2
## 17257     3         bathili          courag         2
## 17258     3         bathili             for         2
## 17259     3         bathili          french         2
## 17260     3         bathili           hebdo         2
## 17261     3         bathili             his         2
## 17262     3         bathili           hyper         2
## 17263     3         bathili         lassana         2
## 17264     3         bathili            next         2
## 17265     3         bathili           store         2
## 17266     3         bathili         tuesday         2
## 17267     3         bathili            will         2
## 17268     3             bbc          charli         2
## 17269     3             bbc             cnn         2
## 17270     3             bbc             doe         2
## 17271     3             bbc           hebdo         2
## 17272     3             bbc        muhammad         2
## 17273     3             bbc       nonmuslim         2
## 17274     3             bbc            pbuh         2
## 17275     3             bbc         prophet         2
## 17276     3             bbc            said         2
## 17277     3             bbc            what         2
## 17278     3           bbcqt           catch         2
## 17279     3           bbcqt          charli         2
## 17280     3           bbcqt         comment         2
## 17281     3           bbcqt               h         2
## 17282     3           bbcqt           hebdo         2
## 17283     3           bbcqt            most         2
## 17284     3           bbcqt              on         4
## 17285     3           bbcqt             our         2
## 17286     3           bbcqt         retweet         2
## 17287     3           bbcqt              up         2
## 17288     3           bbcqt             was         2
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## 17291     3              be          charli         4
## 17292     3              be              he         4
## 17293     3              be           hebdo         4
## 17294     3              be            kill         4
## 17295     3              be          muslim         8
## 17296     3              be              my         4
## 17297     3              be           peopl         4
## 17298     3              be         pretend         4
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## 17300     3              be             was         8
## 17301     3              be             who         4
## 17302     3           beach            blew         2
## 17303     3           beach          charli         2
## 17304     3           beach            gaza         2
## 17305     3           beach          israel         2
## 17306     3           beach              je         2
## 17307     3           beach             kid         2
## 17308     3           beach              on         2
## 17309     3           beach     palestinian         2
## 17310     3           beach             ppl         2
## 17311     3           beach             sui         2
## 17312     3           beach              up         2
## 17313     3           beach            were         2
## 17314     3           beach            when         2
## 17315     3           beach           where         2
## 17316     3           beach             you         2
## 17317     3           becom          cacher         2
## 17318     3           becom          charli         2
## 17319     3           becom         citizen         2
## 17320     3           becom          courag         2
## 17321     3           becom             for         2
## 17322     3           becom          french         2
## 17323     3           becom           hebdo         2
## 17324     3           becom             his         2
## 17325     3           becom           hyper         2
## 17326     3           becom         lassana         2
## 17327     3           becom            next         2
## 17328     3           becom           store         2
## 17329     3           becom         tuesday         2
## 17330     3           becom            will         2
## 17331     3            been               c         2
## 17332     3            been           carri         2
## 17333     3            been          charli         6
## 17334     3            been           cover         2
## 17335     3            been          depict         2
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## 17337     3            been            even         2
## 17338     3            been             for         4
## 17339     3            been             had         2
## 17340     3            been             has         2
## 17341     3            been            have         2
## 17342     3            been           hebdo         6
## 17343     3            been            here         2
## 17344     3            been            hero         2
## 17345     3            been               i         4
## 17346     3            been              in         2
## 17347     3            been       interview         2
## 17348     3            been              is         2
## 17349     3            been              it         2
## 17350     3            been             ive         2
## 17351     3            been              je         2
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## 17353     3            been            mayb         2
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## 17359     3            been              op         2
## 17360     3            been         prophet         2
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## 17362     3            been            read         2
## 17363     3            been            sign         2
## 17364     3            been         sometim         2
## 17365     3            been           stump         2
## 17366     3            been            that         2
## 17367     3            been             the         4
## 17368     3            been           think         2
## 17369     3            been              to         4
## 17370     3            been             was         2
## 17371     3            been             who         2
## 17372     3            been           would         2
## 17373     3            been            year         2
## 17374     3            been            your         2
## 17375     3          behind          charli         2
## 17376     3          behind          doompi         2
## 17377     3          behind            film         2
## 17378     3          behind           fleur         2
## 17379     3          behind          french         2
## 17380     3          behind          genius         2
## 17381     3          behind              je         2
## 17382     3          behind            manu         2
## 17383     3          behind             out         2
## 17384     3          behind           poomp         2
## 17385     3          behind           shout         2
## 17386     3          behind             sui         2
## 17387     3          behind             the         4
## 17388     3          behind              to         2
## 17389     3          behind             yes         2
## 17390     3          better          charli         2
## 17391     3          better           could         2
## 17392     3          better           hebdo         2
## 17393     3          better              it         2
## 17394     3          better          pictur         2
## 17395     3          better             say         2
## 17396     3          better         sometim         2
## 17397     3          better            than         2
## 17398     3          better          writer         2
## 17399     3             bid         holland         2
## 17400     3             bid           idiot         2
## 17401     3             bid            like         2
## 17402     3             bid            look         2
## 17403     3             bid            made         2
## 17404     3             bid          pictur         2
## 17405     3             bid            that         2
## 17406     3             bid              to         2
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## 17408     3             big           chann         2
## 17409     3             big          charli         2
## 17410     3             big           event         2
## 17411     3             big        followup         2
## 17412     3             big           franc         2
## 17413     3             big            from         2
## 17414     3             big            have         2
## 17415     3             big           hebdo         2
## 17416     3             big              in         4
## 17417     3             big            intl         2
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## 17419     3             big              it         2
## 17420     3             big           kabul         2
## 17421     3             big           learn         2
## 17422     3             big           media         2
## 17423     3             big            need         2
## 17424     3             big              no         2
## 17425     3             big              on         2
## 17426     3             big           place         2
## 17427     3             big         protest         2
## 17428     3             big          recent         2
## 17429     3             big          report         2
## 17430     3             big           shown         2
## 17431     3             big         solidar         2
## 17432     3             big             the         6
## 17433     3             big              to         2
## 17434     3             big            took         2
## 17435     3             big         tragedi         2
## 17436     3             big              we         2
## 17437     3             big       yesterday         2
## 17438     3           bigot         cartoon         2
## 17439     3           bigot            fuck         2
## 17440     3           bigot            grow         2
## 17441     3           bigot              it         2
## 17442     3           bigot           littl         2
## 17443     3           bigot           petti         2
## 17444     3           bigot              up         2
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## 17446     3           bless            dont         2
## 17447     3           bless           drone         2
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## 17449     3           bless           hebdo         2
## 17450     3           bless             his         2
## 17451     3           bless               i         2
## 17452     3           bless             iam         2
## 17453     3           bless           invas         2
## 17454     3           bless              je         2
## 17455     3           bless            kill         2
## 17456     3           bless           milit         2
## 17457     3           bless         million         2
## 17458     3           bless           muath         2
## 17459     3           bless            said         2
## 17460     3           bless            soul         2
## 17461     3           bless          strike         2
## 17462     3           bless             sui         2
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## 17464     3           bless            they         2
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## 17470     3           bless             who         4
## 17471     3           bless          wonder         2
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## 17473     3            blew            gaza         2
## 17474     3            blew          israel         2
## 17475     3            blew              je         2
## 17476     3            blew             kid         2
## 17477     3            blew              on         2
## 17478     3            blew     palestinian         2
## 17479     3            blew             ppl         2
## 17480     3            blew             sui         2
## 17481     3            blew              up         2
## 17482     3            blew            were         2
## 17483     3            blew            when         2
## 17484     3            blew           where         2
## 17485     3            blew             you         2
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## 17489     3           blood           singl         2
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## 17491     3            boko            case         2
## 17492     3            boko          charli         2
## 17493     3            boko           haram         2
## 17494     3            boko           hebdo         2
## 17495     3            boko            http         2
## 17496     3            boko              in         2
## 17497     3            boko          inform         2
## 17498     3            boko              of         2
## 17499     3            boko           point         2
## 17500     3            boko            race         2
## 17501     3            boko          select         2
## 17502     3            boko             the         4
## 17503     3            boko              to         2
## 17504     3            boko      understand         2
## 17505     3            boko             via         2
## 17506     3       boundless           break         2
## 17507     3       boundless          charli         2
## 17508     3       boundless         express         2
## 17509     3       boundless         freedom         2
## 17510     3       boundless           hebdo         2
## 17511     3       boundless          insult         2
## 17512     3       boundless             not         2
## 17513     3       boundless              of         2
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## 17515     3       boundless            pope         2
## 17516     3       boundless        religion         2
## 17517     3       boundless            when         2
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## 17519     3           break          charli         2
## 17520     3           break          church         2
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## 17523     3           break         freedom         2
## 17524     3           break           hebdo         4
## 17525     3           break              in         2
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## 17527     3           break           niger         2
## 17528     3           break             not         2
## 17529     3           break              of         2
## 17530     3           break              on         2
## 17531     3           break            pope         2
## 17532     3           break         protest         2
## 17533     3           break        religion         2
## 17534     3           break          report         2
## 17535     3           break             two         2
## 17536     3           break            when         2
## 17537     3     breakingnew            camp         2
## 17538     3     breakingnew            http         2
## 17539     3     breakingnew            iran         2
## 17540     3     breakingnew        irantalk         2
## 17541     3     breakingnew            iraq         2
## 17542     3     breakingnew         liberti         2
## 17543     3     breakingnew               n         2
## 17544     3     breakingnew     parisattack         2
## 17545     3     breakingnew       statedept         2
## 17546     3     breakingnew               u         2
## 17547     3     breakingnew              uk         2
## 17548     3     breakingnew          urgent         2
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## 17550     3           broke         cartoon         4
## 17551     3           broke          charli         2
## 17552     3           broke          finger         4
## 17553     3           broke             for         4
## 17554     3           broke           hebdo         2
## 17555     3           broke             his         8
## 17556     3           broke             one         8
## 17557     3           broke            they         4
## 17558     3         brother              by         4
## 17559     3         brother          charli         4
## 17560     3         brother              he         4
## 17561     3         brother           hebdo         4
## 17562     3         brother            kill         4
## 17563     3         brother          muslim         8
## 17564     3         brother              my         4
## 17565     3         brother           peopl         4
## 17566     3         brother         pretend         4
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## 17568     3         brother             was         8
## 17569     3         brother             who         4
## 17570     3            burn          charli         2
## 17571     3            burn           hebdo         2
## 17572     3            burn              in         2
## 17573     3            burn            iran         2
## 17574     3            burn             onc         2
## 17575     3            burn            pari         2
## 17576     3            burn             shi         2
## 17577     3            burn          terror         2
## 17578     3            burn           twice         2
## 17579     3           burnt          church         2
## 17580     3           burnt            down         2
## 17581     3           burnt           hebdo         2
## 17582     3           burnt              in         2
## 17583     3           burnt           niger         2
## 17584     3           burnt         protest         2
## 17585     3           burnt          report         2
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## 17588     3             bus          charli         2
## 17589     3             bus        civilian         2
## 17590     3             bus         condemn         2
## 17591     3             bus            hama         2
## 17592     3             bus           hebdo         2
## 17593     3             bus       hypocrisi         2
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## 17637     3             but         thought         6
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## 17642     3             but           world         4
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## 17652     3             buy         sometim         2
## 17653     3             buy            what         2
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## 17655     3              by            case         2
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## 17708     3               c         cisrael         2
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## 17710     3               c         collect         2
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## 17712     3               c            dont         2
## 17713     3               c            down         2
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## 17726     3               c               i         6
## 17727     3               c              in         4
## 17728     3               c       interview         2
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## 17731     3               c             jim         2
## 17732     3               c          longer         2
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## 17739     3               c             out         2
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## 17743     3               c          resign         2
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## 17747     3               c           stump         2
## 17748     3               c               t         2
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## 17751     3               c            they         2
## 17752     3               c           think         2
## 17753     3               c            time         2
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## 17755     3               c          tribut         2
## 17756     3               c           tweet         2
## 17757     3               c         twitter         2
## 17758     3               c               u         2
## 17759     3               c             was         2
## 17760     3               c          websit         2
## 17761     3               c             who         2
## 17762     3               c            wipe         2
## 17763     3               c            year         4
## 17764     3               c             you         2
## 17765     3               c            your         2
## 17766     3          cacher          charli         4
## 17767     3          cacher         citizen         2
## 17768     3          cacher          courag         4
## 17769     3          cacher             for         2
## 17770     3          cacher          french         2
## 17771     3          cacher           hebdo         4
## 17772     3          cacher             his         2
## 17773     3          cacher           honor         2
## 17774     3          cacher           hyper         4
## 17775     3          cacher         lassana         2
## 17776     3          cacher            last         2
## 17777     3          cacher            next         2
## 17778     3          cacher              of         4
## 17779     3          cacher            paid         2
## 17780     3          cacher         respect         2
## 17781     3          cacher       senseless         2
## 17782     3          cacher           store         2
## 17783     3          cacher          terror         2
## 17784     3          cacher             the         2
## 17785     3          cacher         tuesday         2
## 17786     3          cacher          victim         2
## 17787     3          cacher            week         2
## 17788     3          cacher            will         2
## 17789     3          caliph            call         2
## 17790     3          caliph         cartoon         2
## 17791     3          caliph          charli         2
## 17792     3          caliph        demonstr         2
## 17793     3          caliph             for         2
## 17794     3          caliph            gaza         2
## 17795     3          caliph               h         2
## 17796     3          caliph           hebdo         2
## 17797     3          caliph    hizbuttahrir         2
## 17798     3          caliph           islam         2
## 17799     3          caliph        islamist         2
## 17800     3          caliph             not         2
## 17801     3          caliph        ramallah         2
## 17802     3            call         cartoon         2
## 17803     3            call          charli         4
## 17804     3            call           cover         2
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## 17806     3            call        demonstr         2
## 17807     3            call          editor         2
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## 17809     3            call            gaza         2
## 17810     3            call               h         2
## 17811     3            call           hebdo         4
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## 17916     3           capit          niamey         2
## 17917     3           capit           niger         2
## 17918     3           capit         protest         2
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## 17951     3            cart             how         2
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## 17959     3            cart           tweet         2
## 17960     3            cart         twitter         2
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## 17962     3            cart            year         2
## 17963     3         cartoon           chann         2
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## 17965     3         cartoon        colleagu         2
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## 17980     3         cartoon             his         8
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## 17982     3         cartoon         illustr         2
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## 17985     3         cartoon            intl         2
## 17986     3         cartoon           islam         2
## 17987     3         cartoon        islamist         2
## 17988     3         cartoon              it         4
## 17989     3         cartoon              je         2
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## 17995     3         cartoon            love         2
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## 17997     3         cartoon          massiv         2
## 17998     3         cartoon           media         2
## 17999     3         cartoon              mi         2
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## 18001     3         cartoon            more         2
## 18002     3         cartoon          muslim         4
## 18003     3         cartoon              my         4
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## 18007     3         cartoon              of         4
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## 18015     3         cartoon          provoc         2
## 18016     3         cartoon         publish         2
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## 18018     3         cartoon        ramallah         2
## 18019     3         cartoon          report         2
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## 18021     3         cartoon           sleep         2
## 18022     3         cartoon             sui         2
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## 18029     3         cartoon         tonight         2
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## 18248     3          charli        iamkenjo         2
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## 18256     3          charli          includ         2
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## 18258     3          charli          inform         2
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## 18337     3          charli         nigeria         4
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## 18339     3          charli            noam         4
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## 18341     3          charli          nobodi         2
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## 18369     3          charli             pay         2
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## 18371     3          charli            peac         4
## 18372     3          charli          pencil         6
## 18373     3          charli           peopl         8
## 18374     3          charli           photo         4
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## 22426     3           march          resist         2
## 22427     3           march           shane         2
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## 22429     3           march            than         2
## 22430     3           march           wiran         2
## 22431     3           march           world         4
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## 22437     3         marcher            seem         2
## 22438     3         marcher          street         4
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## 22442     3         massacr          rejoic         2
## 22443     3         massacr              so         2
## 22444     3         massacr          terror         2
## 22445     3         massacr             was         2
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## 22483     3           media          report         2
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## 22488     3           media            whom         2
## 22489     3           media       yesterday         2
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## 22493     3            meet           wiran         2
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## 22542     3         million          wonder         4
## 22543     3           moham              of         8
## 22544     3           moham         prophet         2
## 22545     3           moham          provoc         2
## 22546     3           moham         publish         2
## 22547     3           moham             say         2
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## 22550     3           moham         success         2
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## 22634     3        muhammad            tell         2
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## 22718     3            must         theresa         2
## 22719     3            must            this         2
## 22720     3            must              uk         2
## 22721     3            must           video         2
## 22722     3            must            wipe         2
## 22723     3            must             you         2
## 22724     3         mustafa              my         4
## 22725     3         mustafa            pbuh         2
## 22726     3         mustafa         prophet         2
## 22727     3         mustafa               r         2
## 22728     3         mustafa           shane         2
## 22729     3         mustafa            than         2
## 22730     3         mustafa             you         2
## 22731     3          mustnt            show         4
## 22732     3          mustnt           snuff         2
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## 22805     3               n            year         4
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## 22814     3          nation              on         4
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## 22816     3          nation           peopl         4
## 22817     3          nation     supermarket         4
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## 22819     3              ne         nigeria         2
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## 22823     3              ne           pleas         4
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## 22844     3            need               w         2
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## 22850     3           never            this         6
## 22851     3           never         thought         6
## 22852     3         newspap          nobodi         4
## 22853     3         newspap              of         2
## 22854     3         newspap             old         4
## 22855     3         newspap              on         4
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## 22858     3         newspap            pari         4
## 22859     3         newspap       photoshop         2
## 22860     3         newspap             run         4
## 22861     3         newspap           shame         2
## 22862     3         newspap            shut         4
## 22863     3         newspap            side         2
## 22864     3         newspap             sui         2
## 22865     3         newspap            take         4
## 22866     3         newspap             the         4
## 22867     3         newspap              to         4
## 22868     3         newspap            urdu         4
## 22869     3         newspap           woman         4
## 22870     3         newspap           world         2
## 22871     3         newspap              yr         4
## 22872     3            next           store         2
## 22873     3            next         tuesday         2
## 22874     3            next            will         2
## 22875     3          niamey           niger         2
## 22876     3          niamey         protest         2
## 22877     3          niamey            tear         2
## 22878     3           niger         protest         6
## 22879     3           niger          report         2
## 22880     3           niger            tear         2
## 22881     3           niger             two         2
## 22882     3           niger         violent         2
## 22883     3         nigeria             not         2
## 22884     3         nigeria             pas         2
## 22885     3         nigeria           pleas         2
## 22886     3         nigeria             sui         2
## 22887     3              no         nonstop         2
## 22888     3              no              of         2
## 22889     3              no           often         2
## 22890     3              no              on         2
## 22891     3              no             our         2
## 22892     3              no               p         2
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## 22894     3              no             pay         2
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## 22896     3              no           peopl         2
## 22897     3              no           place         2
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## 22899     3              no               r         4
## 22900     3              no          report         2
## 22901     3              no            rose         2
## 22902     3              no              sa         2
## 22903     3              no          sharia         2
## 22904     3              no         sometim         2
## 22905     3              no          speech         2
## 22906     3              no           still         2
## 22907     3              no           stump         2
## 22908     3              no             sui         4
## 22909     3              no               t         2
## 22910     3              no            tcot         2
## 22911     3              no        teaparti         2
## 22912     3              no            tell         2
## 22913     3              no             the         4
## 22914     3              no            they         2
## 22915     3              no           think         4
## 22916     3              no            time         2
## 22917     3              no              to        10
## 22918     3              no            took         2
## 22919     3              no           tweet         2
## 22920     3              no               w         2
## 22921     3              no             war         2
## 22922     3              no             was         2
## 22923     3              no              we         2
## 22924     3              no            were         2
## 22925     3              no            when         2
## 22926     3              no             who         4
## 22927     3              no            year         2
## 22928     3              no       yesterday         2
## 22929     3              no             you         8
## 22930     3              no            your         2
## 22931     3            noam           obama         2
## 22932     3            noam          outrag         2
## 22933     3            noam            slam         2
## 22934     3            noam              so         2
## 22935     3            noam          terror         2
## 22936     3            noam             too         2
## 22937     3            noam             was         2
## 22938     3            noam            were         2
## 22939     3            noam            west         2
## 22940     3            nobl              of         2
## 22941     3            nobl         prophet         2
## 22942     3            nobl            read         2
## 22943     3            nobl            sign         2
## 22944     3            nobl            that         2
## 22945     3            nobl             the         4
## 22946     3            nobl              to         2
## 22947     3            nobl           would         2
## 22948     3          nobodi             old         4
## 22949     3          nobodi              on         4
## 22950     3          nobodi            onli         4
## 22951     3          nobodi             run         4
## 22952     3          nobodi           shame         2
## 22953     3          nobodi            shut         4
## 22954     3          nobodi            side         2
## 22955     3          nobodi            take         4
## 22956     3          nobodi             the         4
## 22957     3          nobodi              to         4
## 22958     3          nobodi            urdu         4
## 22959     3          nobodi           woman         4
## 22960     3          nobodi              yr         4
## 22961     3       nonmuslim            pbuh         2
## 22962     3       nonmuslim         prophet         2
## 22963     3       nonmuslim            said         2
## 22964     3       nonmuslim            what         2
## 22965     3         nonstop              of         2
## 22966     3         nonstop           peopl         2
## 22967     3         nonstop              sa         2
## 22968     3         nonstop          speech         2
## 22969     3         nonstop            tell         2
## 22970     3         nonstop           tweet         2
## 22971     3         nonstop            were         2
## 22972     3         nonstop            when         2
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## 22974     3         nonstop             you         4
## 22975     3             not              of         8
## 22976     3             not          offend         4
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## 22980     3             not            pari         2
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## 22982     3             not           pleas         4
## 22983     3             not            pope         2
## 22984     3             not        ramallah         2
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## 22987     3             not         ridicul         2
## 22988     3             not           right         2
## 22989     3             not            said         2
## 22990     3             not           share         2
## 22991     3             not        singapor         2
## 22992     3             not           singl         2
## 22993     3             not              so         2
## 22994     3             not         sometim         2
## 22995     3             not          speech         2
## 22996     3             not           stori         2
## 22997     3             not             sui         6
## 22998     3             not            take         2
## 22999     3             not          terror         2
## 23000     3             not       terrorist         2
## 23001     3             not             the         8
## 23002     3             not           there         2
## 23003     3             not            they         2
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## 23488     3          pictur              to         2
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## 23594     3          quebec            take         2
## 23595     3          quebec             the         2
## 23596     3          quebec           truth         2
## 23597     3               r            rose         4
## 23598     3               r           shane         2
## 23599     3               r             sui         4
## 23600     3               r            than         2
## 23601     3               r               w         4
## 23602     3               r             war         4
## 23603     3               r              we         4
## 23604     3               r             you         2
## 23605     3            race          select         2
## 23606     3            race             the         4
## 23607     3            race              to         2
## 23608     3            race      understand         2
## 23609     3            race             via         2
## 23610     3          racist             the         2
## 23611     3          racist              to         4
## 23612     3          racist         western         2
## 23613     3          racist            whom         2
## 23614     3           radic         retweet         2
## 23615     3           radic          should         2
## 23616     3           radic            term         2
## 23617     3           radic           think         2
## 23618     3           radic            this         2
## 23619     3           radic              to         2
## 23620     3           radic             use         2
## 23621     3           radic           video         2
## 23622     3           radic           watch         2
## 23623     3           radic             you         2
## 23624     3           ralli              to         2
## 23625     3           ralli           watch         2
## 23626     3           ralli              we         2
## 23627     3            read         respons         2
## 23628     3            read            said         2
## 23629     3            read           share         2
## 23630     3            read            sign         2
## 23631     3            read           still         2
## 23632     3            read           stori         2
## 23633     3            read            take         2
## 23634     3            read            taxi         2
## 23635     3            read            that         2
## 23636     3            read             the        10
## 23637     3            read            this         2
## 23638     3            read              to         4
## 23639     3            read           trend         2
## 23640     3            read             way         2
## 23641     3            read            what         2
## 23642     3            read             who         6
## 23643     3            read           would         2
## 23644     3            read             you         2
## 23645     3          reason       republish         2
## 23646     3          reason             run         2
## 23647     3          reason             the         2
## 23648     3          reason           woman         2
## 23649     3          recent           shown         2
## 23650     3          recent         solidar         2
## 23651     3          recent         suspect         2
## 23652     3          recent           tangl         2
## 23653     3          recent          terror         2
## 23654     3          recent             the         6
## 23655     3          recent              to         2
## 23656     3          recent         tragedi         2
## 23657     3          recent              we         2
## 23658     3          recent             web         2
## 23659     3          refuge          syrian         4
## 23660     3          refuge            will         4
## 23661     3          refuge            zero         4
## 23662     3        religion             the         2
## 23663     3        religion            when         2
## 23664     3          report             sui         2
## 23665     3          report             the         2
## 23666     3          report              to         4
## 23667     3          report            took         2
## 23668     3          report             two         2
## 23669     3          report            want         2
## 23670     3          report       yesterday         2
## 23671     3       republish             run         2
## 23672     3       republish             the         2
## 23673     3       republish           woman         2
## 23674     3          resign           tweet         2
## 23675     3          resign         twitter         2
## 23676     3          resign            wipe         2
## 23677     3          resign            year         2
## 23678     3          resist             sui         2
## 23679     3          resist           wiran         2
## 23680     3         respect       senseless         2
## 23681     3         respect          terror         2
## 23682     3         respect             the         2
## 23683     3         respect          victim         2
## 23684     3         respect            week         2
## 23685     3         respond       rotterdam         2
## 23686     3         respond             the         6
## 23687     3         respond           their         2
## 23688     3         respond              to         4
## 23689     3         respond            with         2
## 23690     3         respons           still         2
## 23691     3         respons             the         2
## 23692     3         respons              to         2
## 23693     3         respons           trend         2
## 23694     3         respons             who         2
## 23695     3         retweet          should         2
## 23696     3         retweet             sui         2
## 23697     3         retweet            term         2
## 23698     3         retweet           think         2
## 23699     3         retweet            this         2
## 23700     3         retweet              to         2
## 23701     3         retweet              up         2
## 23702     3         retweet             use         2
## 23703     3         retweet             was         2
## 23704     3         retweet             you         2
## 23705     3         ridicul           right         2
## 23706     3         ridicul              so         2
## 23707     3         ridicul             the         2
## 23708     3         ridicul              to         2
## 23709     3           right              so         2
## 23710     3           right             the         2
## 23711     3           right              to         2
## 23712     3            rose             sui         2
## 23713     3            rose               w         2
## 23714     3            rose             war         2
## 23715     3            rose              we         2
## 23716     3       rotterdam             the         4
## 23717     3       rotterdam              to         2
## 23718     3             run           shame         2
## 23719     3             run            shut         4
## 23720     3             run            side         2
## 23721     3             run            take         4
## 23722     3             run             the         6
## 23723     3             run              to         4
## 23724     3             run            urdu         4
## 23725     3             run           woman         6
## 23726     3             run              yr         4
## 23727     3               s               t         2
## 23728     3               s             the         2
## 23729     3               s          tribut         2
## 23730     3               s               u         2
## 23731     3               s             via         4
## 23732     3              sa          speech         2
## 23733     3              sa            tell         2
## 23734     3              sa           tweet         2
## 23735     3              sa            were         2
## 23736     3              sa            when         2
## 23737     3              sa             who         2
## 23738     3              sa             you         4
## 23739     3            said           stori         4
## 23740     3            said          strike         2
## 23741     3            said            taxi         2
## 23742     3            said       terrorist         2
## 23743     3            said             the         2
## 23744     3            said            this         2
## 23745     3            said              us         2
## 23746     3            said             was         2
## 23747     3            said            what         4
## 23748     3            said             who         6
## 23749     3            said             you         2
## 23750     3             say         sometim         2
## 23751     3             say            than         2
## 23752     3             say         theresa         2
## 23753     3             say            this         2
## 23754     3             say              uk         2
## 23755     3             say           video         2
## 23756     3             say             was         2
## 23757     3             say            wipe         2
## 23758     3             say          writer         2
## 23759     3            seem          street         2
## 23760     3            seem           world         2
## 23761     3          select             the         6
## 23762     3          select              to         2
## 23763     3          select      understand         2
## 23764     3          select             via         2
## 23765     3         seminar             sui         2
## 23766     3         seminar          sydney         2
## 23767     3         seminar             the         2
## 23768     3         seminar             top         2
## 23769     3       senseless          terror         2
## 23770     3       senseless             the         2
## 23771     3       senseless          victim         2
## 23772     3       senseless            week         2
## 23773     3         serious              so         2
## 23774     3         serious          speech         2
## 23775     3         serious        standard         2
## 23776     3         serious            talk         2
## 23777     3         serious         western         2
## 23778     3             set            take         2
## 23779     3             set          websit         2
## 23780     3           shame            shut         2
## 23781     3           shame            take         2
## 23782     3           shame             the         2
## 23783     3           shame            this         2
## 23784     3           shame              to         2
## 23785     3           shame           truli         2
## 23786     3           shame            urdu         4
## 23787     3           shame           woman         2
## 23788     3           shame              yr         2
## 23789     3           shane            than         2
## 23790     3           shane             you         2
## 23791     3           share            take         2
## 23792     3           share             the         4
## 23793     3           share             way         2
## 23794     3           share             you         2
## 23795     3          sharia           still         2
## 23796     3          sharia             sui         2
## 23797     3          sharia               t         2
## 23798     3          sharia            tcot         2
## 23799     3          sharia        teaparti         2
## 23800     3          sharia           think         2
## 23801     3             shi          terror         2
## 23802     3             shi           twice         2
## 23803     3          should            term         2
## 23804     3          should           think         2
## 23805     3          should            this         2
## 23806     3          should              to         2
## 23807     3          should             use         2
## 23808     3          should             you         2
## 23809     3           shout             sui         2
## 23810     3           shout             the         4
## 23811     3           shout              to         2
## 23812     3           shout             yes         2
## 23813     3            show           snuff         4
## 23814     3            show         solidar         8
## 23815     3            show           still         2
## 23816     3            show         success         2
## 23817     3            show            that         2
## 23818     3            show             the         4
## 23819     3            show              to         4
## 23820     3            show           trika         4
## 23821     3            show           video         4
## 23822     3            show              we         8
## 23823     3            show            with        10
## 23824     3           shown         solidar         2
## 23825     3           shown             the         4
## 23826     3           shown              to         2
## 23827     3           shown         tragedi         2
## 23828     3           shown              we         2
## 23829     3            shut            side         2
## 23830     3            shut            take         4
## 23831     3            shut             the         4
## 23832     3            shut              to         4
## 23833     3            shut            urdu         4
## 23834     3            shut           woman         4
## 23835     3            shut              yr         4
## 23836     3            side            take         2
## 23837     3            side             the         2
## 23838     3            side              to         2
## 23839     3            side            urdu         2
## 23840     3            side           woman         2
## 23841     3            side              yr         2
## 23842     3            sign            that         2
## 23843     3            sign             the         4
## 23844     3            sign              to         2
## 23845     3            sign           would         2
## 23846     3            sinc            than         2
## 23847     3            sinc        twodozen         2
## 23848     3            sinc               w         2
## 23849     3        singapor         sometim         2
## 23850     3        singapor            what         2
## 23851     3            slam             too         2
## 23852     3            slam            were         2
## 23853     3            slam            west         2
## 23854     3           sleep           their         2
## 23855     3           sleep         thought         2
## 23856     3           sleep         tonight         2
## 23857     3           sleep            with         2
## 23858     3           small              so         2
## 23859     3           small             sui         2
## 23860     3           small              to         2
## 23861     3           small             you         2
## 23862     3           small            your         2
## 23863     3           snuff           video         2
## 23864     3           snuff              we         4
## 23865     3              so          speech         2
## 23866     3              so        standard         2
## 23867     3              so             sui         2
## 23868     3              so            talk         2
## 23869     3              so          terror         2
## 23870     3              so             the         2
## 23871     3              so              to         4
## 23872     3              so             was         2
## 23873     3              so         western         2
## 23874     3              so             you         2
## 23875     3              so            your         2
## 23876     3         solidar             the         4
## 23877     3         solidar              to         6
## 23878     3         solidar         tragedi         2
## 23879     3         solidar           trika         4
## 23880     3         solidar              we         2
## 23881     3         solidar            with         8
## 23882     3         sometim           stump         2
## 23883     3         sometim            than         2
## 23884     3         sometim           think         2
## 23885     3         sometim              to         2
## 23886     3         sometim             was         2
## 23887     3         sometim            what         2
## 23888     3         sometim             who         2
## 23889     3         sometim          writer         2
## 23890     3         sometim            year         2
## 23891     3         sometim            your         2
## 23892     3            soul             sui         2
## 23893     3            soul             the         2
## 23894     3            soul            they         2
## 23895     3            soul           tweet         2
## 23896     3            soul           where         2
## 23897     3            soul             whi         2
## 23898     3            soul             who         2
## 23899     3            soul          wonder         2
## 23900     3          speech        standard         2
## 23901     3          speech             sui         2
## 23902     3          speech            talk         2
## 23903     3          speech            tell         2
## 23904     3          speech           tweet         2
## 23905     3          speech            were         2
## 23906     3          speech         western         2
## 23907     3          speech            when         2
## 23908     3          speech             who         2
## 23909     3          speech            with         2
## 23910     3          speech             you         4
## 23911     3          speech            your         2
## 23912     3            stab             the         4
## 23913     3           stand            them         2
## 23914     3           stand             whi         2
## 23915     3           stand            with         2
## 23916     3        standard            talk         2
## 23917     3        standard         western         2
## 23918     3       statedept               u         2
## 23919     3       statedept              uk         2
## 23920     3       statedept          urgent         2
## 23921     3           still         success         2
## 23922     3           still             sui         2
## 23923     3           still               t         2
## 23924     3           still            tcot         2
## 23925     3           still        teaparti         2
## 23926     3           still            that         2
## 23927     3           still             the         6
## 23928     3           still           think         2
## 23929     3           still              to         2
## 23930     3           still           trend         2
## 23931     3           still             who         2
## 23932     3           still            with         2
## 23933     3           store         tuesday         2
## 23934     3           store            will         2
## 23935     3           stori            taxi         2
## 23936     3           stori       terrorist         2
## 23937     3           stori             the         2
## 23938     3           stori            this         2
## 23939     3           stori            what         2
## 23940     3           stori             who         4
## 23941     3           stori             you         2
## 23942     3          street          terror         2
## 23943     3          street             the         6
## 23944     3          street           world         4
## 23945     3          strike              us         2
## 23946     3          strike             was         2
## 23947     3          strike             who         2
## 23948     3           stump           think         2
## 23949     3           stump              to         2
## 23950     3           stump             was         2
## 23951     3           stump             who         2
## 23952     3           stump            year         2
## 23953     3           stump            your         2
## 23954     3         success            that         2
## 23955     3         success             the         4
## 23956     3         success            with         2
## 23957     3             sui          sydney         2
## 23958     3             sui               t         2
## 23959     3             sui            take         2
## 23960     3             sui            tcot         2
## 23961     3             sui        teaparti         2
## 23962     3             sui          terror         2
## 23963     3             sui            that         2
## 23964     3             sui             the        14
## 23965     3             sui            they         4
## 23966     3             sui           think         2
## 23967     3             sui              to         8
## 23968     3             sui             top         2
## 23969     3             sui           truth         2
## 23970     3             sui           tweet         8
## 23971     3             sui              up         2
## 23972     3             sui               w         2
## 23973     3             sui            want         2
## 23974     3             sui             war         2
## 23975     3             sui             was         2
## 23976     3             sui              we         2
## 23977     3             sui            were         2
## 23978     3             sui            when         2
## 23979     3             sui           where         6
## 23980     3             sui             whi         6
## 23981     3             sui             who         4
## 23982     3             sui           wiran         2
## 23983     3             sui            with         2
## 23984     3             sui          wonder         4
## 23985     3             sui           world         2
## 23986     3             sui             yes         2
## 23987     3             sui             you         6
## 23988     3             sui            your         4
## 23989     3     supermarket             who         4
## 23990     3         suspect           tangl         2
## 23991     3         suspect          terror         2
## 23992     3         suspect             the         2
## 23993     3         suspect             web         2
## 23994     3          sydney             the         2
## 23995     3          sydney             top         2
## 23996     3          syrian            will         2
## 23997     3          syrian            zero         2
## 23998     3               t            tcot         2
## 23999     3               t        teaparti         2
## 24000     3               t             the         2
## 24001     3               t           think         2
## 24002     3               t          tribut         2
## 24003     3               t               u         2
## 24004     3            take             the        10
## 24005     3            take              to         4
## 24006     3            take           truth         2
## 24007     3            take            urdu         4
## 24008     3            take             way         2
## 24009     3            take          websit         2
## 24010     3            take           woman         4
## 24011     3            take             you         2
## 24012     3            take              yr         4
## 24013     3            talk         western         2
## 24014     3           tangl          terror         2
## 24015     3           tangl             the         2
## 24016     3           tangl             web         2
## 24017     3            taxi            this         2
## 24018     3            taxi            what         2
## 24019     3            taxi             who         4
## 24020     3            tcot        teaparti         2
## 24021     3            tcot           think         2
## 24022     3        teaparti           think         2
## 24023     3            tell             the         4
## 24024     3            tell              to         2
## 24025     3            tell           truth         2
## 24026     3            tell           tweet         2
## 24027     3            tell            were         2
## 24028     3            tell            when         2
## 24029     3            tell             who         2
## 24030     3            tell             you         4
## 24031     3            term           think         2
## 24032     3            term            this         2
## 24033     3            term              to         2
## 24034     3            term             use         2
## 24035     3            term             you         2
## 24036     3          terror            that         2
## 24037     3          terror             the        10
## 24038     3          terror           there         2
## 24039     3          terror             too         2
## 24040     3          terror           twice         2
## 24041     3          terror          victim         2
## 24042     3          terror             was         2
## 24043     3          terror             web         2
## 24044     3          terror            week         2
## 24045     3          terror             you         2
## 24046     3       terrorist             the         6
## 24047     3       terrorist            wave         2
## 24048     3       terrorist          yellow         2
## 24049     3       terrorist             you         2
## 24050     3            than        twodozen         2
## 24051     3            than               w         2
## 24052     3            than          writer         2
## 24053     3            than             you         2
## 24054     3            that             the         8
## 24055     3            that              to         4
## 24056     3            that            with         2
## 24057     3            that           would         2
## 24058     3            that             you         2
## 24059     3             the           theft         2
## 24060     3             the           their         2
## 24061     3             the            they         4
## 24062     3             the              to        42
## 24063     3             the            took         2
## 24064     3             the             top         2
## 24065     3             the           topic         2
## 24066     3             the         tragedi         4
## 24067     3             the           trend         2
## 24068     3             the          tribut         2
## 24069     3             the           truth         6
## 24070     3             the           tweet         8
## 24071     3             the               u         2
## 24072     3             the      understand         4
## 24073     3             the            urdu         4
## 24074     3             the             via         4
## 24075     3             the          victim         2
## 24076     3             the             was         2
## 24077     3             the            wave         4
## 24078     3             the             way         4
## 24079     3             the              we         4
## 24080     3             the             web         2
## 24081     3             the            week         2
## 24082     3             the         western         2
## 24083     3             the           where         4
## 24084     3             the             whi         4
## 24085     3             the             who         6
## 24086     3             the            whom         2
## 24087     3             the            with         8
## 24088     3             the           woman         6
## 24089     3             the          wonder         4
## 24090     3             the           would         4
## 24091     3             the            year         2
## 24092     3             the          yellow         4
## 24093     3             the             yes         4
## 24094     3             the       yesterday         2
## 24095     3             the             you         8
## 24096     3             the              yr         4
## 24097     3             the         zionist         2
## 24098     3           theft            with         2
## 24099     3           theft            year         2
## 24100     3           theft         zionist         2
## 24101     3           their         thought         2
## 24102     3           their              to         2
## 24103     3           their         tonight         2
## 24104     3           their            with         4
## 24105     3            them             whi         2
## 24106     3            them            with         2
## 24107     3           there             too         2
## 24108     3         theresa            this         2
## 24109     3         theresa              uk         2
## 24110     3         theresa           video         2
## 24111     3         theresa            wipe         2
## 24112     3           these              to         2
## 24113     3           these             two         2
## 24114     3           these           which         4
## 24115     3           these             you         2
## 24116     3           these            your         2
## 24117     3            they            time         2
## 24118     3            they              to         4
## 24119     3            they           tweet         6
## 24120     3            they          victim         2
## 24121     3            they           where         4
## 24122     3            they             whi         4
## 24123     3            they             who         4
## 24124     3            they          wonder         4
## 24125     3            they             you         2
## 24126     3           think            this         2
## 24127     3           think              to         4
## 24128     3           think             use         2
## 24129     3           think             was         2
## 24130     3           think             who         2
## 24131     3           think            year         2
## 24132     3           think             you         2
## 24133     3           think            your         2
## 24134     3            this         thought         6
## 24135     3            this              to         2
## 24136     3            this           truli         2
## 24137     3            this              uk         2
## 24138     3            this            urdu         2
## 24139     3            this             use         2
## 24140     3            this           video         2
## 24141     3            this            what         2
## 24142     3            this             who         4
## 24143     3            this            wipe         2
## 24144     3            this             you         2
## 24145     3         thought         tonight         2
## 24146     3         thought            with         2
## 24147     3            time              to         4
## 24148     3            time             you         2
## 24149     3              to         tragedi         2
## 24150     3              to           trend         2
## 24151     3              to           trika         2
## 24152     3              to           truth         2
## 24153     3              to             two         2
## 24154     3              to      understand         2
## 24155     3              to            urdu         4
## 24156     3              to             use         2
## 24157     3              to             via         2
## 24158     3              to            want         4
## 24159     3              to             was        10
## 24160     3              to              we         4
## 24161     3              to         western         4
## 24162     3              to           which         4
## 24163     3              to             who         8
## 24164     3              to            whom         4
## 24165     3              to            with         6
## 24166     3              to           woman         4
## 24167     3              to           would         2
## 24168     3              to            year         2
## 24169     3              to             yes         2
## 24170     3              to             you        14
## 24171     3              to            your         6
## 24172     3              to              yr         4
## 24173     3         tonight            with         2
## 24174     3             too            were         2
## 24175     3             too            west         2
## 24176     3            took       yesterday         2
## 24177     3         tragedi              we         2
## 24178     3           trend             who         2
## 24179     3          tribut               u         2
## 24180     3           trika            with         4
## 24181     3           truli            urdu         2
## 24182     3         tuesday            will         2
## 24183     3           tweet         twitter         2
## 24184     3           tweet             was         2
## 24185     3           tweet            were         2
## 24186     3           tweet            when         2
## 24187     3           tweet           where         6
## 24188     3           tweet             whi         6
## 24189     3           tweet             who         8
## 24190     3           tweet            wipe         2
## 24191     3           tweet          wonder         6
## 24192     3           tweet            year         2
## 24193     3           tweet             you         4
## 24194     3         twitter            wipe         2
## 24195     3         twitter            year         2
## 24196     3             two           which         4
## 24197     3             two             you         2
## 24198     3             two            your         2
## 24199     3        twodozen               w         2
## 24200     3               u              uk         2
## 24201     3               u          urgent         2
## 24202     3              uk          urgent         2
## 24203     3              uk           video         2
## 24204     3              uk            wipe         2
## 24205     3      understand             via         2
## 24206     3              up             was         2
## 24207     3              up            were         2
## 24208     3              up            when         2
## 24209     3              up           where         2
## 24210     3              up             you         2
## 24211     3            urdu           woman         4
## 24212     3            urdu              yr         4
## 24213     3              us             was         2
## 24214     3              us             who         2
## 24215     3             use             you         2
## 24216     3          victim            week         2
## 24217     3           video           watch         2
## 24218     3           video              we         6
## 24219     3           video            wipe         2
## 24220     3               w             war         2
## 24221     3               w              we         2
## 24222     3            wake          websit         2
## 24223     3             war              we         2
## 24224     3             was             who        12
## 24225     3             was            year         2
## 24226     3             was            your         2
## 24227     3            wave          yellow         2
## 24228     3             way             you         2
## 24229     3            were            west         2
## 24230     3            were            when         4
## 24231     3            were           where         2
## 24232     3            were             who         2
## 24233     3            were             you         6
## 24234     3         western            whom         2
## 24235     3            what             who         4
## 24236     3            when           where         2
## 24237     3            when             who         2
## 24238     3            when             you         6
## 24239     3           where             whi         4
## 24240     3           where             who         4
## 24241     3           where          wonder         4
## 24242     3           where             you         2
## 24243     3             whi             who         4
## 24244     3             whi            with         2
## 24245     3             whi          wonder         4
## 24246     3           which             you         4
## 24247     3           which            your         4
## 24248     3             who          wonder         4
## 24249     3             who            year         2
## 24250     3             who             you         4
## 24251     3             who            your         2
## 24252     3            will            zero         2
## 24253     3            wipe            year         2
## 24254     3            with            year         2
## 24255     3            with            your         2
## 24256     3            with         zionist         2
## 24257     3           woman              yr         4
## 24258     3            year            your         2
## 24259     3            year         zionist         2
## 24260     3             you            your         4
write.csv(combined_data, file = "Paris_phases.csv")